{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Using the Scheduler\n",
    "\n",
    "The scheduler will translate a `QuantumCircuit` into a Pulse `Schedule`, using gate and measurement _calibrations_: an optimized pulse-level description of an operation on particular qubits.\n",
    "\n",
    "Backends that are OpenPulse enabled will typically have calibrations defined for measurements and for each of its basis gates. Calibrations can also be defined or updated by the user.\n",
    "\n",
    "## Basic usage\n",
    "\n",
    "To start, build a quantum circuit as you would normally. For our example below, we create a simple Bell state."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 327.252x204.68 with 1 Axes>"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit import QuantumCircuit\n",
    "\n",
    "circ = QuantumCircuit(2, 2)\n",
    "circ.h(0)\n",
    "circ.cx(0, 1)\n",
    "circ.measure([0, 1], [0, 1])\n",
    "\n",
    "circ.draw('mpl')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll use the mocked backend, `FakeAlmaden`, to demonstrate how to use the scheduler. It contains default calibrations for measurement and for its basis gates. The Hadamard operation is not one of those basis gates, so we use the transpiler to compile our input circuit to an equivalent circuit in terms of the basis gates of the device."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit import transpile, schedule as build_schedule\n",
    "from qiskit.test.mock import FakeAlmaden\n",
    "\n",
    "backend = FakeAlmaden()\n",
    "\n",
    "transpiled_circ = transpile(circ, backend)  # Undefined Hadamard is replaced by U1\n",
    "schedule = build_schedule(transpiled_circ, backend)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's see how our schedule `schedule` built from the circuit `transpiled_circ` looks."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1500x1800 with 1 Axes>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "schedule.draw(plot_range=[0, 2000])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "That covers the basics! We used the transpiler to rewrite the circuit in terms of the basis gates, and then used the backend's default calibrations to schedule the transpiled circuit. Next we will go through scheduling with calibrations we will build ourselves.\n",
    "\n",
    "## Scheduling with custom gate definitions\n",
    "\n",
    "If your input circuit has calibrations defined, it will use those calibrations when scheduling your circuit."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1500x1800 with 1 Axes>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from qiskit import pulse\n",
    "\n",
    "with pulse.build() as h_q0:\n",
    "    pulse.play(pulse.library.Gaussian(duration=256, amp=0.2, sigma=50, name='custom'),\n",
    "               pulse.DriveChannel(0))\n",
    "\n",
    "circ.add_calibration('h', [0], h_q0)\n",
    "\n",
    "schedule = build_schedule(circ, backend)\n",
    "schedule.draw(plot_range=[0, 2000])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Notice that the initial pulse on `D0`, the Hadamard gate, is now implemented with our custom pulse.\n",
    "\n",
    "## Scheduler methods\n",
    "\n",
    "The scheduler can follow multiple routines. By default, it follows an _as late as possible_ (ALAP) rule. Another scheduling method is _as soon as possible_, (ASAP). For both methods, the output schedule is minimal: in the longest-duration operation path of the input circuit, the start time of each operation is the end time of the proceeding operation. The methods determine how to schedule operations outside that longest path.\n",
    "\n",
    "This is made clear through an example:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<qiskit.circuit.instructionset.InstructionSet at 0x12cba98e0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "circ = QuantumCircuit(2, 2)\n",
    "circ.x(0)\n",
    "circ.x(0)\n",
    "circ.x(1)\n",
    "circ.measure([0, 1], [0, 1])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For our mocked backend, these $X$ gate operations are each the same duration (`duration = 160 dt`). For the schedule to be minimal, the two $X$ operations on qubit 0 will be scheduled back-to-back, and the measurement pulse will immediately follow the second of those pulses.\n",
    "\n",
    "ALAP will choose the latest valid time to schedule lesser-constrained operations, so the $X$ gate on qubit 1 will play in sync with the second $X$ gate on qubit 0."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1500x1800 with 1 Axes>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "schedule = build_schedule(circ, backend,\n",
    "                          method=\"as_late_as_possible\")\n",
    "schedule.draw(channels=[pulse.DriveChannel(0), pulse.DriveChannel(1)])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "On the other hand, as the name suggests, ASAP will schedule operations as soon as its resources are free. Thus, the $X$ gate on qubit 1 will be scheduled at `time=0`, in sync with the first $X$ gate on qubit 0."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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XK6V8eynlp55Ky96gWusHSf6tE770q0spv/5lX6+UslRK+T8852duJPn9z2x+P8m/9II/4wtJ/ockN1+2fafkpJ6fJ/VYfK5a66Mk/9kJX/pVpZRf/qKvU0p5N8n/O8naM1+aJ/kPXrAtfzrJ73hm87Uk/3Up5bkLD+2Hy/9pkm975kvTJP/8i7QBAOC8EE4CAGeq1rqT5Bflk70I30ryB0sp/04p5dnQ5ZhSymIp5a8vpfyOdCth/+w309pT908m+cMnbP+nSyl/pJTy1+wvtPKpSik/qZTyzyb5apJ/8QV+5m8+Yds/VEr5t0sp1z/lZyzsB3Z/LMlP3N/88AV+1mk7aY7SX1dK+adKKT+ulPKytew/ky7Ae9ZvLqX8h6WU7/y0J5ZShqWUvytdYPoTT/iW31pr/aGXaMuvyifnIf2pSf5IKeWv+4x2/Mwk/1OSn3fCl399rfWrL9EGAIDelW4KJACAs1VK+TuS/JYknzbn4p9OF+R9nG7uwWtJ7qZbiOSn5HjPtX+k1vqbPuXnfH8+OXT6O54X4pRSvjefDMd+Xa31+z/rec9TSvlcunDpi5/yLffT9Xb8eroFbYbpei7+hCQ/LcnnjnzvD9Zaf8pzfl6T5A/m5IVTnqRboOXPJtlOt5L3j0vyV+d4b8k/l+TfTvJvPvP876u1/oHn/PwvJvmxZza/0O9xP6j980m+61O+ZZ5kN0n7zPZ/qdZ6Yu/QUsovS7ffnaRN8r8m+aPphpTvJbmV5LuT/FX59NW9fzDJz661nrQ6+qcqpXxfuqHgJy2s85V0Q9G/me7f+V6S703yF3/Ky/23Sf7GqrgHAC6Yhb4bAABcTbXW31ZKuZ9ueOpJPfh+8v5/l0qt9VullJ+R5L9O8lec8C1384pDlz/l57X7gdwf3n/to24k+cXPeYmvJflrk/yc02rTi6q11lLK35vkf8zJIfYgJy/Us/wZr/lb93uM/sZ8shZu0q3g/TKreP/pJD//ZYPJ/bb8QCnlF6V7Dzw7D+iXkvyKF3yp35Hk7xFMAgAXkWHdAEBvaq2/O8lfmq7X16ua5JMrgJ9rtdb76cK+X5uu9+Kr+uoL/rwfTReE/uhLvv4PJPmZtdavv+TzTk2t9Q8m+fnpepKe1mv+m+kWI3qZYdjPmib5l5P8pbXWj16jLf99kp+V5E+9wtOfJPlVtdZfUmsdvWobAAD6JJwEAHpVa/3ztda/IV1I+VuSfOsFnjZOF5z9o0k+X2s9aaGTc63WOqm1/rNJviPJr0nyx/PJ4ckn+XPphlf/zP3f24v+vB9JN1fiP5ZPLkj0rD+e5G+rtf6cWuuzK2afuVrr70vynUl+QZJ/J8n/N91+spUX+52d9Jp/PN0Q6Z+f5L9KsvECT2vTBZq/OskXaq3/RK118io//5m2/OkkPz3JL0n3b3vev+mH062g/sVa67/+uj8fAKBP5pwEAM6dUspflG6OxbfSzfPXpAui7qcL575ca93rr4VvRinldrohxW+n+7evJ9lJ10PuR5P88H6vy9P4WQdzWN5NN6x+J11PzD9Wa32RgPhS2Z/f8scn+Unp5t68mW4uyM10weU3k/yJWuvWGbTlYD/4rv12zNMtSPTxfhsuVE9hAIDPIpwEAAAAAHphWDcAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANCLhb4bcNmVUj5KsprkG323BQAAAIBefVuS3Vrru3035Lwotda+23CplVI2FxcXr33pS1/quykAAAAA9OgrX/lKJpPJVq31et9tOS/0nHzzvvGlL33pe/7YH/8TfbcDAAAAgB79jL/0L8mXv/xlo2uPMOckAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANCLhb4bcFmUUn7oU770nWfaEAAAAAC4IPScBAAAAAB6oefkKam1/sSTtu/3qPyeM24OAAAAAJx7ek4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9WOi7AQCcjrYmtXaPJ7NkNC6f+f0rSzWL+2eBUpLms78dAOBCqLWri5Jk3ibbo88uchYXalaWusclSaMLD8CZEk4CXFB7k2Rv2hXbG9slO3uvly6uLdfcXO8q+eVhzfLiazcRAOCNm86Snf2bsnuT5OHm66WLpSTv32mTJAtNzfrKazcRgM8gnAS4IOZtsruX1JTsjj9ZeE/bZOdIz4DxLJnPT36twSBZOnIGWFup2dk7HnDeud5mdSkpqVldTgZ6EQAA50Ctyc44aduSeZt88PB4kVKTPNk5rGlm825UyUlKSVaO3JBdWqxZGSbfenD4mitLNW9d37+Bu3g48gSA0+GwCnBB/Ni9JuPJ8d6R956UtN2N/dSazOaf7D25vFiPfb43KZnNk/HkcNvuuCvOk24o0zs3ah5uNnm4//WlxZrveq89rX8KAMAr++hxyaOt44Hkxk7J6EhtM52dUBMNazdue9/efl01PRJcNnslg+awdnrrRk3GJd+4331v0yTf+d5cQAlwihxSAc6p3XHyrYdNZvPDAHJr1PWaPDDeH9a9tF9sry7WXF/tCupSDgPH42rqkfkpN3dLxrPjr3dv4/C7V/fnYPqhrw3SNMnCoOZzd9qn2wEA3qTZPPnGg+ZpmNi2yXjaBZIHpvv10tKwK3BWl2purtWnc2qfPI/k8ZpoNEm290eRHNRED54czsu9MEjuXKv5kW91NVFTau7eqLl9rZ704gC8IOEkwDky3y+2k+Qb95tMZiW7Rxa2GU26Ynk46MLIlcWaW+s1C4OX+zlHg8uDeSaTZDavebxdMmuT1K7QL6WmHEk5V5e6tn3b3S4xXRoa8g0AnK62djVRrcmjrSa7eyXb49KN2U7X2/EgQBwu1AwHNTeuvfyc2UdrorXlbg7uJKm15vFOyXjatWU6K5nN69PwMulqoA8flSwvdvPoDAfJ0BU2wEtz6AQ4J6az5Ec/GhybJ3I2Tx5tHe/+uHpk3qPTtjBI7t44fO0Hm8nuuGTvyDCpxYWappT82EddIjoYJN/57lwxDgCcmq/da47doE26BQDbI7PMLDTJu7faN7K6dinJ7SM3cLdGyePtkkdbh99zaz0ZrtSnNVFK8oW781yzgA7AS3EpCdCzyazrFfBkp2Q+74YoTfcDyoNhRtdXa1aXakrp7sqflbeu10zn3ZCn3b2SzVHJxk552sNgOEhurnU9C26sdu0zBxMA8Cpm824UyWze3RzdHpeMjkxn07bdTdKDYdTDwadNYXP6rq3UrCzWtLVr4/0nTbb3kr3p0cUEax5sNllc6BLUxYWzax/AReYSEqBH33rYZGP7eNU6mnRDhw56AazszyPZ9FTcHoShC6s103kynh3O9zRbqLm5ltzfaHJ/o/u+m+vdnJQAAC9qY6ccWyE7SabTZDQuXQ1UumDyzrXa22iNo9PoXF+t2dkrGbc57M1Za3b3Sv7CB903Li3WfOndtrcaDuCiEE4C9OjJTslomoyOzF80b0uWhzVv3zxfk6s3zcGQ765dH2+UTObHhzetLNeUnZLP3emnjQDAxbSx0815vXlkkZuDBfs+d6c9dz0Qb651C+4kXT33ZLfk8XZ5uhj4QYC6N4lFBAGeQzgJcIZm8+Sjx82xYdvTWTk2ufqgSa6tnq9g8iTXVmsebR1v+8JCUoc1P3av6/kwHHRzQb3sgj0AwOVWa/Lxk8OF//Ym3XySR+uKpnQh4HkLJp+1tlyzO0l2jrR9Zanm2krywaMmg6b7t7x9o82KoBLgE4STAGfowWY3Z+NkdrjtYAGc929frBBvZTFPh2/P5l3xPZ93vRzG+0PVFxeShUHJu7fOf9gKAJyd7b3kwZPuhm27XybM5l39cPtam/XlHhv3khYGyXu3DkeXfOthk7bdr4n2p8MZDpJ52+RL75r6BuBZwkmAM3C06K41uff4+JxKg6b776I6aP/WqGRrdNhr4PNvtZnNS9r9lX3MuQQAV1utXYR3EEQ+2CyZzo4XCBd9cb2lYc3uuOTe48N/11vXa5aG9WlNqCYCOHTBD/sA51tbk2/cb7I9+mQFurJYs7JUU5IsL17s1RxL6YZv7026C47RuGQ06f5BT3ZKnux0XULXV2q+7a6J4QHgKvp4o+TBZpP6zICKhUFyfbVNSRdM9rXgzWm5c61mdakLImezks39OnA6K/mzX+9qosVhzbe/3V74IBbgNDgUArxBe5Nke9TNp3R0nsmkK74v0pCl5xk0ydr+v2c+71Yd39wtT0PXg1W/TQwPAFfTg80me5Nkb3p8IcDFQb1UNVEph7XOeFqzOSrZHSfT/d6ipSTX093A7RYbBLjahJMAb9DB0J3tvW6i9wNNk6wuX95idHW5ZmuvZHP38N+8vFizunT4OwEAro5au//Gs5InO8eHUKytXd7iYHEhWVzohnln3G0rJbm+Uj/RgxTgqhJOApyyjZ2Sjx53E6EfrTkHTfLOzfbp44s8jPt5hoPkc7fbzPfnfL+3cTih5tc+HqSkC2jfvdXm5iW+IAGAq2xvknzjQZPprOTZs/07N9tuFevmcs+/2E19UzNvuzByY+dw6pv7T5o82ExSkltrbd67rSYCribhJMApu/+kdEOWjvSUnM+74vQircb9uo7+e0vpfgdHF8tZXqy5/6QIJwHgknq0VbI3KdnZOzz/j6fdx4XBxV4M8GUd/Fub0vUgPVoTDRdqatvkrevzCz/fJsCrcOgDOGVt2014/nj7eDeAG6tXN4RbW6p5slvyePtw21vXk9YYbwC4tNpaUms+URMtD+uVCiaPWl2q2d47Xieur3S/E2URcFUJJwFeU637PQP2J3ef18Ni8861NovD7i75VS3Ck+TGWs36Sld0T6bJw63ulzGvJd962D1eHtbcvlYv9XB3ALjsNndLtkdJTclocrj92kpXC5RcrZEkz1peTD5/p818P4j88NFhgfjxkyZNSRYGNXeu1Sv9ewKuFuEkwGt6Osfkkbvd+1MtZmFwuEr1VTdokkG6nqVJ9zuaz7tgN0maUtI0bW6t6zYAABfReJp8437T1UH7p/ODmqgpaqIDTZMcu2dduwUDN7YPVvMumc5qPv9We+LzAS4b4STAa5rMuo/ffNjk2dne3fH+pIPfyaPNkkfZ7yZZki+81T79XQIAF890/zz+4Ek5Nvd20s2ryCcNB90w7+0j83K+c1NNBFwtwkmAUzQc1KwsdY9XFq/ufEqf5WDV8oOVKkfjZNoayw0Al0lTkvWVLpAcDmpWl3pu0Dl190bNzl53f3s6y9P6COAqEU4CvIJ7j0s2dkpqyrHh3IvDWH36BSwNk6Vh93uatyXTcbf94VaTx9tJSc3NtZp3bvldAsB59mSn5N5Gebr4zYGmURO9iIVBNzd3kuzsHYaTo0nJl7/ZDTdZWeyGeLvpDVxWwkmAlzSdJQ82m4ynz/T4q4l73S+vJElNtseHv71hk8zmJbevzTN0pgKAc+vjJyW7k5Lx9PA8PjdV4msZTUum+7/DQWrm85KtURH2ApeWSz6Al3TQU3LnmfmBkmRlSdH4slaWurmWHm0e/i7Xl7uela1fJwCca23bBZNHz+NJcn3VSfxlLQ27HqebO4e/y4VBVyu1Al/gEhNOArymd2521eLCIIbbvIKVxeRzd9rM5t3n9zb8EgHgIrq93ma40AVsVuZ+eQuD5P3b7dOFhR5vFzdqgStBOAnwArb3kg8fNZnNPzlwe2nYQ4MumUFzcrD7lY+6K5uFQc17t9usL59xwwCAY6az5JsPmuztD+M+2qNvuKAuel1NOfwdNuVwxM5HG03ubSRNqXnres2d61JL4PIQTgK8gAdPmozGJaMj8ylN5+aYfBNKut/t0TkoV4bd32B92ZgmAOjT452S3XE5dp6eTHts0CVWStLWku3x4bbFQXJvo+TWtXkahShwSQgnAV5AW7vA7Nn5lNaW3bU+bavLNTt7JeMjFzpv3zT/JACcBwc9JZ+tiRYGyaKry1O1ulQzmhyfz/PGWrK4UJMad8mBS8PpA+Al3VyrWR7WFPMpvRF3rtVcX62pbbI3LdnYUXkDwHm0slhzY7UmpauJilP2qVpbTpaGbdo2mdfk/hPzcgOXk3AS4FM83CoZ7Q9ZGh8Zzj1oahbNp/RGDQdJBsl0ftgtYDwt+eaDrihfWaq5c01XSgA4C1ujZHO3Sa3JaHK4fdBETfSGLezXRPNnZrb51qMmJclwUPPWjWpRRuBCE04CnGBrN/noUZO2JnU/A6uysN7U2k3A/2irpJTkyU7J4mCea6t9twwALrd5m3z9/iBtqxY6D2rt/iaPt7qbt01TUtPm3Vv+OMDFJZwEOMFkf1Xujx6XT6zQPXTkPDMHv+ujw5gWBjXv3677fyOFOAC8SdNZkpo83i7Z2Xu2JnIePitN6Xqqbu6WbO4e/h3ev9NmOlMTARebS2yA51gYJGtLXcG3vFhN9n6GFheSd2622Zt0RfjO2GRWANCnG6tdTbQwqFlb7rkxV0gpyds324zGJbUm42k3NzfAZeASG+CItu3uOx8dtjQc1NxYcze6L0vDZGnY/f4ns27V9ORwWFNJ0phnCQBO1cHUNu2REqgkaqIeDQfJcD8c3twt2Zt222sO56Q09yRwEQknAfZ98Kjk8ZaK7qK497jJvcfd41vX2rx/28USAJyGjZ2SDx425pi8ILZ2S768O0jSLRr4xbdbN26BC0U4CZCux+TjrSZ7zwyRmbclw4HK/DyZtyUbu4efLw9rHm83effmXCEOAKfg0VbJZJ5jc0xOZt3QYs6Hg7/F1m5J2a9/FvY/7o6T9ZV+2gXwKoSTADmcQnxvWrK5c1h5l5Ksrwgnz4v1lfqJv1HWuoDSXwkATketyXye4+fbHM43Sf9WFmu2mpKt0eHfaGlYs76ctNUCOcDFIpwEOMH7t9s0pQsn9RI4P1YWk8/faZ/OgfXBI10lAeBNunOtzcpiktKtGM35sDDoVupu9+ea/GhDTQRcXMJJ4EqbzpJZm6eF3YGmWGTlvHoaGD/zN9ubdH+zhSYZOrsBwEuZt93Q7eSZRXDUROfawd+mHOkpOZ0lo0lXzy4Ne2oYwEtw+QZcWU92Sr75QLV9WXz13uDp48+/1VpNFABe0HiafOWjwSdu1nIxffT4sL61aCBwEQgngStrc7dk3iaPtw/HKE3n+w8MWzr/9v9Go3Eymx3+wW6t12zuFuEkALyg7b3SLQ643dVGSTLfP42a3uZiaJpkOi95sHm4bX2lZnO3yfu355/+RIBzQDgJXFk13cjg3XFJyeFw4Ztr1ZxKF0BTuon5t/dK9ubd5P01yY11i+MAwEvZP3HujpN5W57WQatLNcuGBV8I11drHm+X7E26Ad61JsuLSa2qIuD8E04CJLmxVnPdCpQXzo21+rSH5OZuycaOVBkAXsfKYs3dG2qii2ZlMVm53XV7ncyOD+0GOO+Ek8CVczBcyY3ky6vWw7/zQG0OACdq2/2RJGqiS+2gJmqKYfrA+SScBK6MeZt87eMmo7Gq7LLbHpV8+RvdAjkrSzXf/nYrpASAIz54WPJ428nxsmvbPK2JFgbJt789z/Jiz40CeIZwErgydsfJaFyyvVcyO+g9uf+xFF0GLrrub1iyvVtS9q+1FvY/7o6Tayu9NQ0AzpVuQcAmo2kynh7etG1rURNdAgd/0dEkmbWHf9+bqzUbOyXvLvobA+eLcBK4MmrtirOdveOF+MKgm6eHi21lMdkaJFujw7/t0rBmffngb68QB4CjxpOSzd3D82Ypyfqy8+VF19W2NaNxyWh8uP3GajWtEXAuCSeBK2k4qHnnZledNUY0XQoLg+T9223a/d6w9zYM3weAF/H+7fbpfITmJLz4Sknu3qhp9ycT3djpRg4BnFfCSeBqKkLJy+rp31UNDgAvpFEXXUoHf1OBM3DeCSeBS21vkjzcatLWZDbruzX05eFmyZPdkqYkd661JoIH4MqZt8n9JyXTeTG09wrb3iv5xoOSkuT6as31VTsD0D/hJHCpfeNBk73J8SJcCXZ11HQXYwfzUJaS7I6b/Lj3234bBgBn7N7jkkfbzdPpT5IIKa+YeZun81CWkjzZKfnxn5tnKBUAeuYwBFxq03nJ7rjk0dbx8SxrJnu/9BYXkp29km89PPzb375WMxj02CgA6Ml0XjKbJx8+Oj5+e2FgSPdlt7hQk5R88PDwD726VPPW9ZrZPMJJoHcOQ8CVcW2lZtAkTalZXe67Nbxpt9ZrlhZq2lqO9Z4EgKtuZbFmadg9Xl1yw/ayW1tOSmkzm3e10JMdNRFwvggngStjbblm0VHvymhKsr6SJDWTmXASAA4sL3Y3bbk6VpeSg8mNNnfVRMD5ogM/AAAAANALfYiAS2U8Tb5+v8lk6o4wJ6tt8kNf6yaeXBzWfOFu+3RoGwBcFm3b1UQ7e2oiPt1XPupqoqZJ3r/d5saaHrXA2RNOApfK4+2S8bQcG8I7nnYfi9r8yjr4248mSVsPd4Rr6faZd28pxAG4XHb2uoXhdsbd3MtJjqzU7bx3lZWSTOfJ5pF6eWWp5uFWEU4CvRBOApdKW7tye2P7eBK5NKxZMJHFlbXQdPvAaFwyGh9uX1+padXgAFxCBzfjtkY5NqJk0CQri321ivNgbblmc7dkY/tw23BQn4bYAGdNOAlcWmvLNTdWu+RpYdBzY+hVKck7N2tm825/eLJbDHMD4MoYDmru3ujOgYPGaJKr7uZazbWVmlqTvUnyaNsdfKBfwkng0mqKUJLjDvaHxkUZAFdIURPxjMF+HjmwXwDngHASuBRm8+5jrVInXk6t5WmPShduAFx08zapNYbo8koOamo9bIGzJJwELrS2Jl/7uMmuIbq8oo3tko3tLpVcXa754tutYhyAC+ne45IHm4bo8mom05I/982uJloY1HzHu20WJQbAGXCoAS608TTZ3SvZHpfM9lflPljfRMDEpznYN55slxzsJgvD7uPe1EIBAFxMj7abjKfJaHxYBM3mydDIAD7FwZ6yvVcynuxva5Ibq8nWbsmd61YOBN484SRwodX9emk0Pl6ILzTdgjhwkrXlmt29kq3R4T6z0tasLx3uUwBw0dSaTGYlm0fOb6Uk11aM8eZki8NkaVgzGpeM9rc1TXJjtaZVEwFnRDgJXBpNk3zudld86zXJZxkOkvfvtE+DyG89MgQOgMvl3Vvt0x6T6iI+TVOSd27W1P2i6MFmyXhmhwHOlnASuFQU37wM+wsAl1WJ8xwv7mBfsc8AfdBVBAAAAADohZ6TwIWzuVvy4aOSeS2Hq9/AKfnqvUFSkkGpee92zfVVOxkA59N4mnzjQZPJ/jBc8yZzmu4/aXJ/s+uFe/tam3du2sGAN0M4CVw495+UjKYl48nhuJN5e7jaILyskm4f2t473IuWFpP7TyKcBODcerxdsjcp2Tly/hpP9x8ojHhFtR6viYaDmgdtk7euzzMw9hJ4A4STwIXT1mQ2Sx5tHa+6r68IkXg1a0s1m6OSR9PDbXdvWKUSgPNt3pbU+smaaHGhZkGIxCtYW6rZHZdj+9S1lW5F77aNcBJ4I4STwIV2a73N0rBbaXBh0HdruKhurtesr3Rh5HiaPN5WeQNwsawt11xbqSnpaiILm/AqVpaSz91pM2+T1OSjDTUR8OYJJ4ELbWGQLDqScQoOwu152287AOBVDBo1Eadj0HT/mcMUOCtugwAAAAAAvXBvDbgQHm2V7E26x7O5cUqcjdm85IOH3f62vJjcvqYLAQD92h4lm6OS1GR33HdruErubTRpSs3CILlzvZp/Ejg1wkng3NvYKfnwUZOjo21rFVDyZtVaMmtrHu7PP9kkaZo2N9cElAD0YzpLvnZ/YME2zlyb5PFOSVJSkszmbd6/Y0cETodwEjj3prPu4wcPm7TPzAc4tAgOp+xgn3qw2RXgSdI0yefvtE/3RQDow2SWpCYPN0tG4+M3aocDQRGnq5RkoUm2RiVbo8P97d1bbSazksQ+B5wO4SRwoSwMktXFrhBaXqxW6ObULQySt2+02Zt0RfjupOihAsC5U0pybbk7QQ0XataWe24Ql9Ldm21290pq7cLxvanRS8DpE04CF8riQs3NdUkRb9byYhd+J8lsUyEOwPnTlKiJeOOGg+TG/pQ22yM1EfBmmMIWAAAAAOiFnpPAuVX3OwPoE8B5UXO4XxYdBwA4Q1VBxDmjJgJOi3ASOJc+eFjyeKeRTHKu3N9ocn8jSUlurbd5/7YdFIA36/F2yUePP7koIPRpZ6/kh7/eTf6+ulTzhbfbDIzLBF6RcBI4d2bz5PF2k71p9lcC7LTVnVnOXindvrd5ZJXKxYWax1tN3r4xtygTAG/Uw82S8TQZTQ7PQ7N5oiTirB3U4Tt7JXv79U/THG67vuqmLfBqhJPAuXOwMvJoXLJ1JBAqSdaWFD2crbWlmt29ko3tw33x2kqyPKxW8QbgjWtrMp0dPw8lyc01JyHO1vJistDkWH0+XKhZX4qaCHgtwkng3Hv/djeOqWm6lSnhLC0vJp97q306nO6DR8YsAdCPO9faLA27eqhxOuKMDZrkvdtt5vs10YPNYgYm4FQIJ4Fzb9AYzk2/mpI0A4sRANCvQRPTidCrUg73wVLURsDpcL8NAAAAAOiFnpPAuTGedhO8z1vdJLkY9iYl01nNwiBZGvbdGgAui9m8q4sSPdO4GMbTZGevm25geWjUE/ByhJPAufBoq+RDc/lxwXzj/uE++97tNrevuYIE4PWMxsmP3RsIJblQHjxp8uBJ9/j6as233W37bRBwoQgngXNhc7dk2ubYSpTTWXfX1Z1XzouD/XE0SWabhzvmzfWazd0inATgtW3tldR6fLGRg0XZLAzIedKUZDIrub95uG19qSregZcmnATOhZqktsloXNKUwxDo1pq7rpwvt9babI6aTKbdULu2JjdWq9UqATgd+yeU0aQk9XBV7vXlmqGrN86R66s1s61kMu2C9LbtprlZ0e0XeElOb8C5c3O9zfpy362Ak62vJOsrXWi+vZc82jIdAQBvxupyzR298jmnlobJe7drkprZPPnAFE3AK3L0AAAAAAB6IZwEAAAAAHphWDfQm9k82Zt2j+emluSCm7fdMO8kWR4mC4N+2wPAxdG23WJrNd0CI3DRHdREw0E3/BvgswgngV5MZsmPfjh4uvokXHTjScnX7nWJZNMk3/nePIvOsgA8R63JV+41GU+EklweBzVRknzb3TbXV82dCnw6l02npJTyQ5/ype8804bABbGzV9K2yaPtktm823awsF+jNueCONhXH2+XlP3HC4Pk9nrNzl7J4rpCHIDPNp13N7i2RiWjyeH2WtVEXBwH++rOKNk7ErS/db1ma1SEk8BnEk4CvRpPk+msZGF/Bty15ZqVxX7bBC9qZbHbZw96u8zaZLig+Abg5U3nXahzUBMtDWuurTincDE0TXJzrWZ7r2Q2S9ra/ZfUpx0QAD6NcPKU1Fp/4knb93tUfs8ZNwculKVhzTs3VS1cPKUkd67VdLOEJfc2yn4hDgCv5v075rzhYrq+Wp/2kHyyU/JkV9df4MVYrRsAAAAA6IVwEgAAAADohWHdwJmat0nbdh/hMpu3yXTWzcE0cCsQgGcc1EMHCwPCZVVrVxOV0i0cCPAs4SRwZj54VPJ4S0rD1XDvcZN7j7vHt661ef+2ySgB6GzslHzrYXMwZTFcapu7JZu7XSq5slTzxbfbNC4JgCOEk8CZqDV5vN1kb5qMxoeTY8/bkgWrG3NJlJLM5yWPtw+3rSzVPN5u8t6teYp54QFIsrFdMp0n20cWDBlPE6cJLouDmmdjpzzdr4f76cNokqwt99Is4JwSTgJnpyaTWcnW6LD0bkqyviKc5HK4tlLzcPP4Pj4YJMtD+zgAh2pN2nmOnS+S5Maq8wWXw+pSzfZeyfaRfXx5sWZ9udv/AY4STgK9eP92+3QePr3JuCxWFpPP3ekmVJ23yQePjFkC4LPdvtZmbal7rCbislgYdPX+QRD5oZoI+AzCSaA3CnAuI/s1AC+jxLmDy+vpvm0fBz6D2xcAAAAAQC+EkwAAAABALwzrBt6Y6Sz5aKPJdNZ3S6B/P3avux84XEjevdk+XbESgMuvrcnHGyW7425s63hqjCtX14ePmwyeJE2T3L3eWrkbEE4Cb86DzZKNnZLp9HDbbN5fe6APs3kynh5eiA6HyUJT8t5tS1UCXBXbo5KHm00ms8OViqdzASVXS63Ha6KFQTKbN/mu99qeWwb0TTgJvDHztqS2yb2N4zNILAzydKVuuKwGTbevb49KtkeHF6Cfu9Nm3pYkwkmAq+Lg5uyDzZLZkVCyJFkc9tMmOEvLw5rtvZJ7G4f7/53rNUtD9RAgnATOyOpSzcpiTSnJ8tCqlFx+pXTDt/emXU+B0eRwOB8AV9dwkFxf7XqKLQ27G1lw2d1ar1lZqmnbZDYvebKrJgIOCSeBMzEcxHwyXDlNk6wudY9NaQBAkgyaqibiyiklWVnsHo+nVTgJHGNgJQAAAADQC+EkAAAAANALw7qBUzWbJ6NxUlMynfXdGjifprNkc7ekpGZlyXxjAJdR2ya746StJXvTvlsD51NbSzb3h3gvDWuWLBAFV5JwEjg1s3nyFz4cZG5uPfhMu+OS3ftdIT4YJN/13lxACXDJfO1+k9098+rBZ2nb5Bv39wd0luTb355n3ZyscOUIJ4FTszdJ5vNkY7tk/Eyvyaap/TQKzonuPVDyYPPwQnVpIbm5XrM3SdZX+msbAKerrcnuXsn2uGRndLh91pYsLqiJuNqa/VJocyfZHu1/UpJ3btTs7JWsL3uPwFUjnAROzUEZMZ4n42nJcNBtWV2qWVvqr11wHqwtdatTHkx3MJ2XpHTvESU4wOU036+JFgZJSc3yQs2NVUd9rrbhQnJjtXbTHrTJvC1pa5JURRFcUcJJ4I1YGCTv3VZdwIGmSd66fvie+OCRoX4AV8U7N9sMLEUKT91Yq7mx1j1+tJVsmwIBrjSnSAAAAACgF8JJAAAAAKAXwkkAAAAAoBfmnARey94kebjVZN4ms3nfrYGL6f6TJo+3k0GT3LnWZnmx7xYB8LLmbfLxRukWPANeyeaoZDwrKaVbNOe6BaTgShBOAq/lmw+bjMYl86N1gxoCXkxNpm0yHXUXsoOSjCZNvuu9tueGAfCy7j8pebjVZHbkEF4dzuGFTdtkOi7ZGXdDPDd3S77783OLScEVIJwEXstsXrI7KXm0ebyXwOqShBI+y+JCze645MOHh++d29drhs7MABfSdF4yb5MPHx5PUgZN0uhMCZ9qcaEmKcfeO2vLNXeu1UxnycCIErj0XAIBp+baSu0K8KZmdanv1sD5dvtazfJiTdt2F7NbI1euAJfFymLN0jAppXtcHOLhU62vJE3TZrY/JcLGjjcMXDXCSeDUrC51hTjwfE1J1peTpGY8FU4CXCZLw5grD15C17Ghe888EU7ClWP2BgAAAACgF8JJAAAAAKAXwkkAAAAAoBfmnAReynSWfPNBk/GsmwtmPu+5QXDJzOfJl785SJIsLdR8/q3WCt4A51Bbkw8eNtne62qitu25QXAJ/di9QUpJBk3Ne7fb/fm6gcvG5Q7wUh7vlOyOS7bHhxNVT6bdR1NXw6s5eO9Mpsn2kXfS+lL3nnv7hkUVAM6b0bhbuGM0SeZVQAmnpiSzeY5db6wMkwdPmqwve5PBZSScBF7KQdH9aPN4FLkwiN5d8IqGC917aHtUktHh9vW71YUuwDl1cHze3C0ZTw/rolKS5UU3leBVrS7V7OyVjKeH296+WTNXE8GlJUoAXtnqUs21lZpSkuGgK8aBl1dK8t6tNtN5UmuyNep6KANwMSw0yZ3rXXIyHCSNmf3hld25VnN9paatyXhasrGjJoLLTjgJvLKmJEvDvlsBl0MpyeL+WXlnr9+2APByipoITtXBiKx5W2PyKLj83NMDAAAAAHohnAQAAAAAemFYN/BC2jap6ebDA85Orcm87QY0mcMMoH9t7Y7NbTXUFM5STZ4uijNQE8GlIpwEnusb95ts7irAoQ+Ptpo82uoeX1+t+ba7lqoE6MuDzZKPNxo3a6EH40nJl78xSJIsDWu++E6bhUHPjQJOhXAS+EzjabK5WzIaJ5P58YDS6tzwZhy8t54cuSmwOOgmhB9PLboA0JeHm91xeDQ5PD7P5knTSCvhTTh4p+3sde+9pKuTrifZGpXcWvfeg8tAOAl8poOeAbuTkp29w0K8KcnakmIA3oS1pZqdvZInO4fvubXlZGWp6q0D0KO2lkzmx4/PSXJjVa92eBOWhslwUI9dhwyamusr3RQLwOUgnAReWEny/p2u+G6KnpPwpiwOk8/daZ8W3R88NLESwHnz9o02w4WuHmrURPBGNE3y3u2a+X5R9HCzZDrvuVHAqRNOAi+umHwazkopyeDgYtdFL8C506iL4MwcvNd0joDLyekUAAAAAOiFcBIAAAAA6IVh3cCJ2tothjM3vzucK/O2+88cZwBno1YLb8B51B7UROnmpgQuLuEk8AkbOyUfPGysCgzn0FfvDZJ04eT7d9rcXPNGBXhT9ibJ1z4eZGYBDjh3Pt5o8vFG9/jWtTbv31YTwUUlnAQ+4dFWyWSe7OwddsuazKzJAX0p6d6DG7uH78K15ZpHW0U4CfAGPdkpmc2PH3+ns/0HCiM4c6UkbS3Z2D3ctjysebzV5N2bcz0o4YISTgKf0NZkPk82d45X3TdWhSDQh2srNU92y+EFcbpC3DBDgDfr4DD7bE20vFgzHJx9e+CqW1uuGU3K8ffkalcXKYvg4hJOAp/pzrU2K4tJzG8HvbmxVnNttSY1GU2Sh1u6BQCctfXl+rS3ut5Z0I+VxeTzd9qnc8F+8MibES4D4STwmUpRgMN50JQkpXtPAnD21ERwPpSDesjCnXBpOL0CAAAAAL0QTgIAAAAAvRBOAgAAAAC9MOckkNk8+fr9JnuTbjK7aqk7uBDGk5If/nq3XOzyYs0X7rZZsHoswGv51sMmT3ZLUtVEcJF8+ZuDlCQLg5rPv9VmdanvFgEvSjgJZHO3ZDQu2R6X1P2JpWfz7qPFN+B8OXhLjsYl09n+tqa7gN7cLbl9zZU0wKsaT5ON7ZLRJJnNFUFwEUxmydbo8P26tpw82mqyumTFHLgohJPA014BT7aTeXt4Yl8YJEuOEnCuLA279+bRInzQ1Kwv6eED8Lra/ePozl7J7vjwOFuSrC45yMJ50jTJymLNaFKyNzncvrxUM5dLwoUidgCOWR7W3NrvebXQ6DkJ503TJO/dajPbL7ofb5VM5/22CeAyKiV591Z3sB00SaMmgnPn7o2a2bymprupsLnrjQoXkXASOKaUZGjOOjjXjr5P3UAAeDNK1ERwERzMtz2w3C9cWN6+AAAAAEAvhJMAAAAAQC+EkwAAAABAL8w5CVfU4+2Sx9slbU3mFtOAS+HBZsnjnZKmJLfWa26tW1kW4HlG4+TeRpNZm1SHTbgUdsclf+HDJiXJ2nLNOzerebrhHBNOwhXU1uTDR00m8+PBZE1JoiqHi6amZG9ak2lXdQ8Gyd6k5Mba3OqyAM/x0UaT7VHJZHa4ba4cggtrPC2Zz2syLimlq4nWV+ZZX+67ZcCnEU7CFdTu9wzYGZVs7h5PLpYXVeNwkSwv1owmJR9vHM7Ucn21ZrhW07ZJY6VZgM80nyfjaXL/yfEZr1aX1ERwkSwNa5KSR5slSXm67Z2bNW2rEwacZ8JJIHeutSklGTTJ0rDv1gAv49pKsrjQZr5/0+HhlumkAV7V9dWaxYVu+OeymggulMWF5P3b7dNe0BvbaiK4KISTQFYWk8a5Gy6sg5sKbdtvOwAuuqWFmpWlvlsBvKqFQfdfkjzZ1VMSLgpxBAAAAADQC+EkAAAAANAL4SQAAAAA0AtzTsIV0bbJw62S2Txpa3n+E4AL795Gk6bULAySO9equWUB9j3eLtmbdI+nc3URXHaPt0t29rp59m+uVYuAwjkjnIQr4uMnJQ83m5gWGq6Gmq4QT0pKknnb5t1bjgAAm7slHzxUE8FVUZNsjQ5roq1RzXe9ZxVBOE+Ek3BFjKcl03ny4aPjXacGjZW64bIopXtPb+6WbO4e9gR673ab8bQkLsUBMp52H7/1sKRtj/eaPFjlF7j4hoNkd1zyjfuH7/Nb6zXFtQ+cO8JJuIKWhjWLC12QsbokrIDLopTk7o02u+OSWpPJLPuhJAAnWRgkK4tdLbS8WDN0dQSXxu31muEgaWsyb7ugEjifnH7hClpdSq6tCCXhMlpcSBYXuvf31qg87SEEwCctLtTcWlcTwWXUNMmNte79PZkJJ+E806EZAAAAAOiFcBIAAAAA6IVwEgAAAADohTkn4RKbzZO9aZL9SaCBq2veJtujJCVZHlqRFrha2jYZTbK/WJh55+BKq/s1UZLhQrI07Lc5gHASLq3pLPkLHw7SCiWBJKNxydc+7hLJpkm+6725VWmBK+OrHzcZWQwDSHeT4qAmSpIv3J3n2mqPDQKEk3BZ7Y5L2jZ5vF0ynXfb6v5ilE2xKiVcBd17veTRVknZvyYfDpJb6zW745IbC44FwOU3m3c3aLb3SnbHh9vbtqiJ4Ipo9uug7VEymhzeqHjrRs3WXsm1VccC6JNwEi6pg9PreJZMpuXpEM7VpZqVpd6aBZyhlaVkdVKfDmGczZN22B0dlODAVTObJXuTkoUmSUmWhlUgAVfEwiC5sVqzMy5dPdQmbU2SqiiCc0A4CVfA4kLNu7ecdeGqaUry1vWag6r7o8eGNAK8d7t92pscuDpurNXcWOtqoo3tks2RAwGcF1brBgAAAAB6IZwEAAAAAHohnAQAAAAAeiGcBAAAAAB6YUEcuEQeb5fcf1LS1pJq/RvgM3z4qMlHj5Om1Ny9UXNr3UEDuDxG4+Rbj5rM5moi4LNt7DTZHCUlybXVNu/dqhbNgjMmnIRL5N5Gk71JMp4dnk3bNhnoIw0kKSWZt8n2+PAYsbSQ3NsoubU+77FlAKfrwWaT0bhkd3J4vJs4zAEH9g8Nu3vl6eOFpmY2b3J7fZ7lxf6aBleRcBIukbZN9iYlj7eP3+pbX9ZlAEhWFpONnZJHm4fbbq0niwuOEcDlMq/JbJ482jxeE60s6hEFdMeCzd2SR1uHB4SVpWR5WDNve2wYXFHCSbik3rreZtB0vSYXBn23BjgPrq/WrC51Rfe87XoWAVx211dqVpa6UHKoJgKSLA2Tz91pM9vvUX3/iZoI+iSchEtquKAABz5pYdD9NzW8EbgiBoOapWHfrQDOm4OOHEn0qIaeuT0AAAAAAPRCOAkAAAAA9EI4CQAAAAD0wpyTcIHV2q28O5kdfg7wsmpN7m10ky0tLiQ316xmC1w826NkZ9wdvCbTnhsDXFiPt5ts79U0Jbm1Xi0uCmdAOAkX2KOtko8e6wANvL4HR1apbNs2d6672wFcHKNJ8rWPJQjA63uyU5J0NzpGk5ov3G37bRBcAcJJuMD2piVtTb758EhAuZ8nDPR6Aj7DwTHi8XbJ453DA8bn77TZm5Y8PZgAXADjaXccu7dRMp7tH9P2D2N6PQHPszCoGY1Lvv7gsCa6e73N4rDHRsEVIpyEy6Amw0HN4rC7x7e2XNPoUAl8hqZJ3rnZZmevpKYbAjmdu6sBXGxtTZqSrCx2yeTSsGZlsedGAefenWs1W6PuGDJvk71JcZ8WzpBwEi6JlaVunjiAF7U07C7ck27+2uluzw0COAXDQc2da2oi4MUtDLr5JZNumoi9iRu2cJb0rQIAAAAAeiGcBAAAAAB6IZwEAAAAAHphzkm4gGbzpNbuP4DTVmsynSWlWOUWON/mbdK23UeA03ZQEyVdTVRMRQlvhHASLpC2Jl+912Q0dlYE3pwnOyVPdrpUcmWp5ovvtGkcdoBz5qPHJQ83DQQD3pzprOTPf6uriRYGyRffmWdp2HOj4BISTsIFsjdJRuOS7b3y9A7eQedJuQHwOg6OIRs75enj4X6VsDdJVpf6aBXAp3u01WRvmmM3bedtyWBgaAnw6g5uyG6PS/am3eNSkptrNZu7JXdvOMbAaRNOwgVyMIx7NDleiC8MkrVlJ0ng1a0t1+yMS7ZHh8eWlaWa9WVTSADnU63JZFaydeS41ZTk2oqDFvDqFheS5cV67HrrIJx0dIE3QzgJF9SgSd6/3U2wZO4T4HUtDLpjykEQ+cEjQyWBi+O9W+3TOXLVRcDrKCV5+0ZN3S+KHm6VjCYOLPAmCSfhAlN8A6fNcQW4iEpx/AJOl2MKnB3dIgAAAACAXggnAQAAAIBeCCcBAAAAgF6YcxLOufE0ebDZpG2TWdt3a4Cr6OMnTRa2kqZJ3rreZmnYd4uAq2jeJveflExnJoID+vFkp2Q8KSklubHW5tpK3y2Cy0E4CefcBw+bbO+VtPVwW62f/v0Ap6XW7qbI5m4XBDQlmUybfMe77pQAZ+/BZsmDzSbzI4egVk0EnJFZm8zGJbvjriba3B3kuz8/T2M8Krw24SScc9N5sjcpebB5vJfAyqJqHHhzFhdqRpOSDx4eHnveul6zNHTsAfoxm5fU2t24PappkoFwAHhDFheS3fHxY8+1lZpb6zWzNll0/IHXJpyEC2R9uWZhkDSlZnWp79YAl9mdazW745q2lszmyfaeYZTA+bE8rFleTErpbtgWhyjgDbm2UjNoauZtd6DZ2HHAgdMmnIQLZHWpK8QB3rSmSdZXkqRmbyKcBM6XxWFyfVVPbuDNKyVZW06S7pgjnITTpwMyAAAAANAL4SQAAAAA0AvhJAAAAADQC3NOwjk0myfjafe4VnOaAOdHrSU7e93jpWGyMOi3PcDl1rbJ3jSptauPAM6TvUnJdNYtWro07Ls1cHEJJ+GcGY2TH7s3SDXHO3AOzebJV+91iWQpyXe8M8/KUs+NAi6leZv86IdNpjM3aoHz6Rv3Dwejvnu7zZ1rLuLgVQgn4ZzZ2iupNXmwWXJwapu33cdGbQ704ODYszlKdsbdJyXJW9drtvZKVpYU4sDp25sk01nJk92Syez419REQF9KSUaTZLZ5eCC6uV6zuVuEk/CKhJNw3uyfz0aTktSk2b8Zt75SM/SOBXowXOiOQaNxyXzeDbNMSZL69JgFcNoODi/jaTd0crBfEy0v1qwtO/gA/bi11mZz1GSyP+VEW5Prq2oieB2iDjjHVperu29A70pJbq/XZL07Hj3cKtkd67YEnJ2FJnn/Ttt3MwCyvpKsr3THo5295OGWdYbhdXkXAQAAAAC9EE4CAAAAAL0QTgIAAAAAvRBOAgAAAAC9sCAOnAOPtko2dkpqTWZzi0wAF8fj7SZbo5pSkptrNbct4gW8hp295P6TJvO2WwEX4KIYTUt+9MOu/9fqUs07t2oal3bwQoST0LN5m3z4qMl03j0+oB4HzrOaZG+aZJokJYMmGY1LbqzNMzAuA3hFHz5usrtXMp0fbquKIuCcm85Kaq0ZjUtKSfYmJWvLba6vOoDBixBOQs9m+8X31qhke3T81try0MkMOH+WhzU7eyUfbxymkOsrNbfXa2bzCCeBVzafJ+NpyYPN4zXR+rKaCDh/FodJSTcSrnuUDAc1792uxzqeAJ9NOAnnzFvXu7PYQtOd7ADOm7XlZDhoM9svuh9sSiOB03djtWa40A2LXFITAefQcJC8d7vNZNZ9/mRHTQSvQjgJ58zqUt8tAHi+xWGy2HcjgEttebEKJYFzb2HQ/ZckW6OaVo9JeGlifQAAAACgF8JJAAAAAKAXwkkAAAAAoBfmnIQe1Jpsj5JZW56u1g1wGWzulm7upaZmfSUp5fnPAa623XG3QneStNVBA7gcdsfd8ayU5NpKzUDXMPhUwknowccbxeq2wKX08cbhse2t623euVV7bA1w3m2Nkq9/POi7GQCnbmO7ZGO7CyhXlmq+9K6VcuDTCCehB7vjksksebh12DtgNi/upgEX0qBJdvZKxtPDbXeu1f0eA8JJ4NMd9Cz6aKOk7h8uDla6bdRFwAUzaLqe4B8+Ptx2baX72Nak0TkcTiSchB7UdEO7p7Nu+OOgqVke1lxbcREPXDx3rrXZGpW0NZnvT1dRaxVLAi9sMitpSjIc1DSD5PpqzVCHSuCCubnWVT/ztrvem8xK5q2KCJ5HOAk9u7HaZm2571YAvLrlxWR5sSu8d/ZqHm7p7gS8vJXFmjvXXMQDF9fCIHnrenccm82TDx7pKgkvwtUDAAAAANAL4SQAAAAA0AvhJAAAAADQC+EkAAAAANALC+LAGZi3ydc/brI72Z8Q2VzvwBUwGpf80Ne75XZXF2u+8HabgduicOV98LBkY6fpyiE1EXBF/NlvdDXRcFDzbXfbrCz23CA4R4STcAa2RiW745LtcUnbdtvm8+5jsYAbcIkcHNN2xyXjWfe4aZLU7lh4c00SAVfZZJY83m4ymibT2ZEiqCZKIuAyOaiJJrNkc3R4hFtfTh5tNfncnbanlsH5I5yEM3AQSG7uJLP54YlpoUmWhj01CuANWBp2x7atI0X4wqBmfenwWAhcXXX//sRor2R773gcubbs5gVweQyaZGWxZjQuGY0Pt68t1bQOd3CMcBLO2NKw5va17my00Og5CVwugyZ573ab2X4Q+WirZC6UBD7Fe7e7A8SgSRo1EXDJ3L1RM5vX1CTbo3Ls5i1wSDgJZ6wkGQ76bgXAm1PK4XFOCQ58FjURcNkt7B/nzLsNn87bAwAAAADohXASAAAAAOiFcBIAAAAA6IU5J+ENGY2Tx9slbS2ZzPpuDUD/NnZKdsclTam5tV6zstR3i4CzMJsnDzZLZvNihVqAdNeK33zQpJRkfbnmxpqDI1ebcBLegFqTr98fCCUB9rU12dkr2UmSlGyNkh//uXmKFXPg0vvwcZMnOyX1yLW3y3DgqmprMp6WjKfd5xvbJUvDeZYX+20X9Ek4CW9ArV0vga1RyZOd41feK4vKceDqGC4ke6OSbz44PBbeWKu5sVpTa4STcAVMZ8l4mny8cXxGqcUFNRFwdQwXapKSDx8dHguXFmveuVEznSfL/TUNeiechDNwbaWmKUnT1Kw76wBXyM21moVBTdt2wzm3RtJIuMpWFmsWF7obE6tLwkng6lhZTN663mY662ohNREcEk7CGbi+WjOw/BRwBZWSXFtJkpp5qxCHq251qWbNjVrgilpdSrJ/Y2ZnrCaCA+ISAAAAAKAXwkkAAAAAoBfCSQAAAACgF+achFM0GifTebfoAwCfbXNU0pRkOKhZWeq7NcBpmsySvUk3n9q87bkxAOfc7rik1m4B1dWlpDEdJVeMcBJOyePtkg8e6owM8KK+9eDwmPn+nTa31t3Zgctgb5J85aNBqrc0wAt58OSwJrqxVvP5t9zV4WoRTsIp2d4rmbfJg83D21yzefexuPMF8PRYuD067FGVJG9dr9neK8JJuCQOegA92CxPe00ejCoZuI8LkCQZNDWTacm9jcNt11drBgMXj1w9ygM4LTWpScbTktm8pG27Avz2tVa3fIB0Q5RuX2szaJK2TWbzkvG0pCbdARS4FA7ezpNZMpl1NVGSXFupWRr21iyAc+XmWs3iQk3bJvO2q4nm1YUjV5Oek/AGXFupub7qShvgWevLyfpyd3zc3E02dhThcJktD2vu3lATATxraZi8c7M7Po6nNfc29B3j6rL3AwAAAAC9EE4CAAAAAL0QTgIAAAAAvTDnJLymg1UozaYE8OpqDo+nVvOFi6ltu/dyVRQBvLJaD2uipiTF9NxcAcJJeEVtm3zt4ya7Y2cLgNe1tVvy5d1BkmR1qebb327TCCnhwvjwUcmj7cbdWoDX1LbJl7/R1UQLg64mWl7suVHwhgkn4RXtjpPdccn2uGQ277bV/Ttc7m4BPN/BsXJrt6TsB5ELXS2e3XGyvtJPu4CX07bJo+0me5Nkb3pYBM3bkuFAWgnwPAc10WiczOaHx9Gbq8mT3ZLlRcdSLjfhJLyitnYnjZ1RMj5SiC80yYqTB8BzrSzWbDUlW6PDY+jSsGZ96eAY61gKF0Hd/9/etGRz5/D9XEqyvuJ9DPA8w0GyPKwZjUtG48PtN1erqTK4EoSTcAoWBsm7N7tuk4YhAryYhUHy/p027X6v8482HEDhMnjvdpvB/jxpRpMAPF8pyds3a9q2SyIf75Ts7DmAcnUIJ+EUlFShJMArOjh+Fj0l4VIYFDdrAV7F05pILskVo2wAAAAAAHohnAQAAAAAeiGcBAAAAAB6Yc5JeAmbuyX3n5S0NWlbE4EAvCkfPmpyb6OmKcndGzXXV81HCefJeJp88KjJbB4ryQK8QY+3m2yNugPtjbWat2846HL5CCfhJXz0uGR3UjKbHm5rnRsATk1bk9H44LOShWEybyOchHPmwWaT7VHJeHK4bTbrrz0Al8lBN5ijNdFgkEymJTfX5lmU5HDJ2KXhJczbkvGk5NHW8V6TLpoBXt/K0n4P9c3DY+ztazVLqhU4d+ZtMq/J/c3js0QtDauVugFe0/JizdaoHDvGri3X3LlW07Y9NgzeEOU+vKJb6zULg5pBSYbeSQCv7cZqzepizbwms3nJ423TZ8BFsL5cs7LUTcOgNw/A61tZTN6/3WY67z5/8MRdHy435QO8oqVhVYADnKJSksVh93gyqzkc1AScZwuD7kIagNOzMOj+S7oaCS4z8TsAAAAA0AvhJAAAAADQC+EkAAAAANALM+bBZ5i3yb2Nksmsm+SjtSg3wJlra/LVj7v7qYsLNe/crBm4vQpn7sFmyfZeVxPtTUyABtCHDx41aZpk0CRv32izNOy7RfD6hJOnpJTyQ5/ype8804Zwqh5tlTzeajKZHW6bt/21B+CqmbfJZJpMpl0QsrhQMhy0uXvD3SI4Szt7yb3HTaZtUvdrITURwNlpazKZ5WnHmYVBMm+bfPFtB2MuPuEkfIbZPKlJPnp8vItOUw5XTgPg9C0MumPtk52SJzuHPbS+7W6b2bzHhsEVNW+79+GjzZLx9HivyaWhmwUAb9LisGY0LhmND4+/d2+2WVETcUkIJ09JrfUnnrR9v0fl95xxc3gDloc1q0s1KcnysLtoBuDNaEry7q02e9MkNdkdl+xNHXjhPBg0yY3VrqfO4kKyaEghwBv11rWa0aSm1q7n5MEUG3BZCCfhBQ0XkvWVvlsBcHUsDJL1/V7q03m6oBLoXdNUNRHAGWqaZG25e7w7rsJJLh3TyQMAAAAAvRBOAgAAAAC9EE4CAAAAAL0w5yQ848lOyeaopNZkb9J3awB41taoZHq/pJTk+krNjTUrBcObMJokDzebtDWZWREW4NyZzkq+fr/rc7ayWPPW9ZpiOkouIOEkHDGdJd980GTeJm3fjQHgE2ZtMpuU7E664R+bOyWrS/MMVTRw6r75oMnepGR+JP93KwDgfJi3JeNZzXi7pCTZakqGC21uumnLBaSUhyMOegU83i7ZHR+/5bS44CAP0JfuGFzy4cPDGWlWl7oeArN5hJPwBkznXT30aOt4TbS+rCYC6Mvifs3zaLMk6Y7PTVPz+TtVL3cuLKU8fIqSPB0qOFyoWVnstz0AV9nactI0baazrgh/smPMEpylays1gyYZNDUrS323BuDqWhgk795qszfpaqGdvRzr4Q4XkXASPkUpyfVVR3mA82JlsZtPKUk2d4WTcJbWluvT3joA9Gtx4XBk33haMp/13CB4TVbrBgAAAAB6IZwEAAAAAHohnAQAAAAAemHmGK688TS5/6TJrE3atu/WAPCyPnzcpGmShSa5e6PN0rDvFsHFNG+Texslk/2Fp6qptwEulMfbJdt7JU1Jbq21ubbad4vgxQgnufI+fNRka1QyPxJMtopxgHOvrcl0nkz3F8cZNMls3uSL77jTBK/i4VbJ460m0/nhtpm3E8AFUDKd10znXU3UlGR7NMh3f9s8jTUEuQCEk1x50/lh78mjDlaEBeD8WRrWjCYlHz46rLjv3mizvNhjo+CCm82TNt2N26OakgwH/bQJgM+2NExGk+PH7uurNTfXato2aRy/uQCEk3DE+nLNcKGmKcmKC1yAc+vOtZrRpHa9J2fdECbg9CwPa1aWakqS5cWkeIsBnEvXVmqGg7rf073k8bYDNhePcBKOWFmqQkmAC6BpkrXl7vFoUoWTcMqGC8m1lb5bAcDzlJKsLHWP21qFk1xIVusGAAAAAHohnAQAAAAAeiGcBAAAAAB6Yc5Jrpx5261kNpp0n09n5uQAuCyms5If+aC797qymLx3u83ArVj4VB9vlDzZ7Wqh2VxNBHCZfOWjJqUkC4PkvVttlq2vwDklnOTKebJT8mSnZDRNUrttEwElwIXXHctrMi5JSSbTZHWp5Pa12nfT4FwaT5P7T5pMZt3N2ySptauJVEYAF8/BsXs6T0aTZDTptiwNkweDJp9/q+2vcfAZhJNcOQfF98PNJu2RY3PTJIveEQAXzuJCdwx/slNyUJY3TfL5O+3TYz7wSQfvjye7JaPx8ThyeVGoD3DRlJIsDWtG4+PH9fdut5mpiTjHRDFcaUvDmuurXfG9uBBD/wAuoEHTDVWazLrPN3dLpoanwktpSnLnenflOhx0QwABuHjevlEzntbUdD0nt0dqIs4/4SRX2qDp5iQD4GI7ejzf2euGMwEvoaiJAC6DUvJ0bsnZvMZEHVwE+okBAAAAAL0QTgIAAAAAvTCsmytj3ia1Jq353QGujLYms3k3xMm8wtBp2+69YcEogCtkvyZKzCvM+SOc5Er45oNmfxVXAK6SB0+aPHjSPb6xVvP5t6QxXG2Ptko+etykulkLcKXs7JX8uW92qeTSYs13vNO6ccu5IZzk0pvNkyc7JaNJMp4eBpRt7XrSAHC5lNId4zeO3JRaGnYTwr97S28BrrZHWyWTWXeRemA6M9cTwGV0cL27tVvS7B/oDwLJnb2S66vuVHE+CCe59A56BuxNSrZGh4V4U5L1ZQdjgMtmfblmNC7Z3D085l9bSVYWq95iXHk13Y3bo++PJLm55s0BcNmsLCbDQbJ95IbU4rDm2orpzjhfhJNcOZ+/0w3pK0XPSYDLaGmYfO5O+zSI/OZDfcLgJG9db7M8VBMBXFaDJnnvdpt2f1abj5842HM+CSe5chTgAJffwbFeT0n4dKXk6TA/AC4vx3rOO7soAAAAANAL4SQAAAAA0AvDurmUak22RiWzeTJv+24NAOfFxk7JoOlW7L62Uk3zwZWws5eMp93OPm/t9AB0q3W3bTfFx/XV+nQVb+iDcJJL6eMnJQ+eOLoCcNzHG4fnhrdutHnnpkkpudy2R8nXPh703QwAzpmN7ZKNlP3HNd/xrl499Ec4yaU0GpdM58n9I6uRzduSRmcBgCunKcn2Xslocrjt7o2a0bgkEU5yuY0mXfHz0UZ5ulpru7/b6yUDcLUMmu688MGjw23X15K4TqZnwkkurVqT2bxkOEgGg5rhoBrCB3DFlJK8db3N1qikJpnPu5tX1TLeXDGzeUlJMlyoKUmWF9ssuhIAuFJurdeUne4mVa3dlB9tqyaif0oSLr1rK23WV/puBQB9WV5Mlhe7wnt7VPNoW3cxrqalYc1b112EAlxVC4M8PQ9M58mHj/Tc4XxQnQMAAAAAvRBOAgAAAAC9EE4CAAAAAL0w5ySXQluTDx812R0fLoQDAJ9ld1zy57/VpJRkdSl573abxumDS+DhZsmj7ZJak3lrpwbgOWry57/V9V1bXEjev2PRNM6W3Y1LYXtUsrFdsjdNatttmx4U42pyAA7snxP2piXzeU1SUppkMk2uryTXVnttHby2eZt89LjJZJbM54fbLVAPwFEHl8mzWTIaJ6Nxt2VpKXm0VfLuLScOzo5wkkuh3T9uPt4umc4O08hSkqVhT40C4NxZGnbnho3tkoOyfLhQ896tmnktSRTiXGzz/Zu0O3slW6Pjd2hXFu3fAHQGTTIcJNt7Jdt7h+eLz7/V7ve6d87g7AgnuXSGg+TWeleZDxe6gy4AJN054v3bbaaz7vPH204SXG53b7QpSQaDbv8HgKS7WfvOra4mqrULKXfHhh3SD+Ekl07T1Cwv9t0KAM6rQZMM9s8TTVOf9r6Hy2h5v7cwADyrOTLScG/ab1u42nQXAAAAAAB6IZwEAAAAAHphWDcX1myebI1K2nq4shgAvKrtUcm87YY4XVupWTA/HxdEW5Ot3ZJZe7ggDgC8qvE0ebhVUpKsLVeLzPLGCSe5sL5+vxFKAnBqnuyUPNnpzisrSzVfelfKw8Vwf6PkwaYBUQCcjtG4PL3WLk3y49+fu2nLGyWc5MIajUu290qe7Bxum7clq0tWNgDgxQyaZDwu+dbDw2031vprD7yK3UnJZJbcf3J407atJU1jMRwAXsygqUlKPnx0eOJYWUxuX6sZTyOc5I0STnKhtbULJJeGNU3pVl29sSqcBODF3FyrKSVp2+6cMp6WtNV5hItp3pYMB92UBKXUXFuxLwPwYtaXk3lbM511n48mJXM1EWdEOMmlcOeaucEAeHkLg+4cknRzGX/wSDczLrZrqzXry323AoCLppTupu2Bbz1UE3F2TE4DAAAAAPRCOAkAAAAA9MKwbi6Utk1mFk8F4AxM9udcWmiSxu1czplak+n88DEAvCmzeclkVjNousUE4bQJJ7kwdvaSr90fpAonATgDP/KtbjLj0iTffneeNfP4cU7M5slXPmoynZkPDIA375sPDhPJt2+2uXvDXTFOl3CSC2Njp8l8njzZOSzED3q1FLU5AK/p4FwyGifz+eGJ5cZazcZOk7Vld8c4H7b3Sqazks1RyXy/9+R8f/dUEgFwGkpJJtPk8fbhmWVtuWZjpwgnOXXCSS6MgyFLW6PjZff6ctW1HIDXNmi6c8r2Xsl4erj9xlo1bJZz5WB/3NnLsd6TS8OalcWeGgXApXJ9tc3j7SZbo8NtS8OkKop4A4STXEjXV2turHYHRb0mATgtt6/V3Frvzi9Pdks2d51kON+WhjVv31ATAXC61peT9eU2tSbjafLxEz2CeHOEk1xIJQpwAN6Mg/OL0wwXhZoIgDfFOYazIPoGAAAAAHohnAQAAAAAemFYN+dWrckHj5qn832ZdxeAvmzulvzZbwySdPMev3+7NcyJM/Vws+TBZklbS5REAPRlOjusiZaHNZ9/q81QssRrsgtxbo0mycZ2yWiazOcCSgD6sbNXngaRg0FN25bcWk9Wl/ptF1dHrcm9J03Gk2RyZHXueZsMBj02DIAr4aAO2psmbT2cnLttk42dkrs3XKjzeoSTnFtt233c2i3ZmxwW4iXJypKDHwBv1spSzeZuyePtw3PQ8mKycqM+PUfBWaltsjct2dg+3mV3ddXOCMCbNVxIFgbJ9ujIOagk60s1rUtzToFwkgth0CR3r3fF98IgacyWCsAbtriQfO5Om9m8+/z+ppMP58PdG20GpauHFvScBOANa0ry3q0203mSmjzZLRlNzW/D6RFOciGUkiwO+24FAFdN0ySL+5mkOSY5L4YDoSQAZ6uU7sZtorMQp88uBQAAAAD0QjgJAAAAAPTCsG7Olc3dko83Stp6ZBUwADhnvvlwkKbUNCV5+2bN9VWzwXO6xtPkg4dNpvNutW4AOI8ebTV5stOdqG6u17xt5W5egXCSc+XeRsnuuGRyZHLduUUoATgn5m2yOz44R5UsDmvubUQ4yal7uFmyPS7ZGx/WRJNpjw0CgH0lSerxmmgwqJnOSm6vz82LzEsTTnKutG0ynpY83Dzea/L6ios+APq1ulizOSp5sHm47c71ZHnoHMXpa2tJbZMHz9REiwvVRR8AvVpZrNneK8fOUesrydJ6zby1aBsvTzjJuXVrvWY4qGmablVKAOjTjbWa1eWatk2m85LH26Yf4WysLdesLdVjK6UCQF9WlpL3b7eZzbvPP35iORNej/KGc2txoWZp2HcrAKBzNBgq05r9QU3wxi00yfJi360AgEMLAz0kOT3ibQAAAACgF8JJAAAAAKAXhnXTq8ks+cb9JuP91bmrNQUAuGBm85If/no3rmlpWPNtd1vzAvLS2pp860GTrb2S1ERJBMBF9KMfdjXRoKn53J026ys9N4gLQelMr57slOxNSrb3ytNgcjLrt00A8KL2JknbdjfYSulusj3ZKbl7Q7TEyxmNk83dktE4me3vUwd7UTG9KQDnWEkynSVbo8MT1upS8mCzyfpK21/DuDCEk/Sq3T9OPdo6XnUPB1WvEwDOrcWF7ly1s1eyc2T7+v5q3vCy2v0kcnOvZDw5rIuakqwsCrsBOL/Wlmu290rG08Ntiwv16bkNnkf8w7mxulRzY7UmpVuVUi8BAM6rUpJ3b9XM2m787ZPdkt2xExenY6FJ7t7oUu7BoAsoAeC8un2t5vpqTa3JaFKysePExcsRTnJuNCUZ2iMBuCBKSYbdtErCI06XmgiAC2ZhvyaazGq6gd7w4qzWDQAAAAD0wj1ZzlytyXjaTfJ+MOE7AFwWs7ZkNKkpSZaGpinhs42n3XyTk5kdBYDLpW2T0aR7vLSQNLrH8SmEk5ypWpOvfNRkb6IAB+By2tgu2djuxjYtL9Z86d1WQMmJPnpc8nDTlRoAl9N4WvKVD7uaqGmS73xvbuFbTmS34ExNZsnepGR7r2RvcvxrLtwAuKgOzmEPNg9PZsuL3cfJrOtBCc96stOtbLo1OtxvprNkobG8KQAX08E83E92y9PHgya5tV6zPSq5fc05jk8STnKm6v5xaDxNdseHB6vhQs36ioMUABfT+krN3jRPRwa0NSmlZn358NwHz6opmbbdSu+ldMsHNCW5sdr23TQAeCVLi8nKYs14elgTLQxqbvXcLs434SS9KUk+/5biG4CLbzhI3rtV082onHzjvqG6vJy3b7R62AJw4TUluXvjsCb6+EnJbN5vmzj/VM4AAAAAQC+EkwAAAABALwzr5o2bt8mjrZJ5m8zmVr0B4Gp5sNlkYVAzaJLb17qPXE21Jo+3Syaz7vPW7DYAXCGbu905sJTkxmp9unggCCd54z581OTJjlASgKupOwd258HxtJpv+Qrb2Cn58JF0GoCraWevZGevq4k2tmt+wufVRHSEk7xx42myN00+3jhejA8Hli8F4HJaGNRjBXiSvH2zzfK0x0bRu/H+3//rJyyYtDA448YAwBkYDpK9ScnX7x/WRDfWam6sdqMsjSghEU5yxpYXaxYG3Qpea8vCSQAup7du1OzsJW1NZvOuKIejhoOapcWuT+3KouH+AFxON9ZqmpLMaze9ydEbt3BAOMmZWl+uWV3quxUA8GYNB8nNte4m3O5YOMknLQ2T2+tu1AJwuTWlCyiTrqekcJKTuEcLAAAAAPRCz0nemPn+3Lb6BABAp+bw/GgY79Vx8DdvFUUA8NTB+bGUroclV5dwklM3nSVf/bjJZOroAgBHjSclX/5Gt/LJ4rDmi2+3GarGLq1au8VvtkdqIgB41o98q6uJmib5trvzrC/33CB6oxzm1G2NSibTks1RSbt/J+TpHZH+mgUAvTg49+3slexNusdNk1xPd868fU13ustqMku2RyW745LJ7PjXiqIIgCvm4NS3N0lqPTwRXl+t2dhusr7c9tMweiec5NQdXGJt7Sbz9vCAs7hQszTsp00A0JelYXcOPDoB/KCpub5i6pPLru7/gUeT4wsANE2ytuyv//9n78/DZNvSvL7v9+4dc85nPvdWdVV3VdNNYyRsNeDWAEgICQRCICRbQpgZGYSMhQzux7aEmkYYoQdsC6uRecCCFoOQbIxBMkKiQYBwIx7N5qEH6Oq6VbfuvWfIk2OMe1iv/1gx5pkyz8nMHcP38zznZMSOHRErIyNir/jFWusFAGyWJIlFcrtD0yifbd9qO0ufbDjCSdyoVsN1bzwiJGFtLQDABkoS6dGBK4x73Yfnprx4y5WwdsykD++E6WlGTgIANtGdHdf+tkseZ5Cc9jkggnASN8xEKAkAgDQ7HtIF31z0iQAAGBe/4Ys6zKGLBAAAAAAAAKASjJzEtTjvS0fdRC4xVQ0AgEs6OjedD0wm6c520E6n6hbhfY1y6dlpojJoWhgQAAC8WX9k+uhZHD+33XLd22URyk1COIn3Flz6+EWqophV5ZZY5B8AgNdxxUrOWRHnM6WJ1Bul+vZ2Gac6YWV9dpzovG8qytk2FvkHAOD1ikIaBGkwMlki9QamTrNUp1l1y3BbCCfx3twlD3Ex27MLi9k26/TGAQCY16xLg8z05Hh2zNztuPa3PFZ3JpxcaUUZg+dnJ4urJ7Ua9IkAAJgX8wLT89NkYdvDfVdRmhjytDkIJ3Ht9rdcZq5aIrUaVbcGAIDlstN21VNXESR300mPNHJdbbdc9ZorMalNnwgAgAXNuvRwPygbLw131qcsyqYinMS122451SgBAHgNM6k9nqYUghNOrrFWw5mSBgDAGzTr8Z8kdQeMlNxUREgAAAAAAAAAKsHISbyT4NLxuSkv45qTAADg/T07MZlJ9VQ62HGK46yI055pkMXTcY0sAADwPk56pv5ISpK4dFyD9Gqt8efFO3l+Yjo8Y+AtAADX6eh8dmwtyqCHB3wDuOzOB9I3DukTAQBwnc77pkmVwO7A9S2PQrUNwo0inMQ7GeamPEifvVjsjCcW19ICAABvZxaPnWd901l/dgB9fDdomFOlchVkefy7ffLCVIbFTlAtraJFAACsploqDTLT15/Pjqd3dqhpsQkIJ/HemnVXPY0fsLaaTjgJAMAlmUkP9oJ6I5O7lJfSKOdAuqpqSSyCI8WfTEEDAODy7uy4zgdSCHEpuf6IPtGmoMuE99ZpSjttRnYAAPAuGnWpUY/H0fOBaZRX3CC8s3rNdWeHPhEAAO8iHa8vKUlZQTi5SRgcCwAAAAAAAKASjJzEpfWGUm9kksdvMQAAwM3Jili9W+NlU7ZaVbcIE6M8rhPqLvUzRnUAAHCT3Md9IsUZJ5PRlVgfhJO4lGEmffQsZV1+AABuSZabnp/Gjvhzk778uFSzXnGjIHfpo6eJipJQEgCA2+AuPT+dTfwNIbCMypohnMSlZEUcMfn01KZVKSfShDcFAACuQzymmp4czTrgjbrr4Z5rlJuadY65VSuDVJSm0wsV1t2lWsrfBwCA65COu0JH56bj7ux4+7l7QUPW5147hJO4GpdMUrsZO9+NWiyIAwAA3l+nKR1s+3T5lMF4ORUsH/f4r9N0mcUPUbsUCAQA4FqkiXR/L0yL4mS5KS8rbhRuDOEkrixNXXcZQg0AwI3YmQu4PmON56V3Z9uVUGISAIBr125I7UbsFx13pXzAkirriq4UAAAAAAAAgEowchKvNcrj+g7BTTkjNwAAqNTRuel8YErMdWfHKY5zi8ogHZ6ZijJW6AYAANXpDU2fvDCZXDsd10676hbhfRFO4rU+fp5okC+udUV/HACA2+WSgkvnk6lMZuoNXV/+IFTark3y9MR0dJ4sBJOElAAA3D53aZiZhpkkmY570rd9WKqWVt0yvA/CSbxWVpp6g8XKWJK01aI3DgDAbWjU4uiAbxzOjsUH2z6tYInbkRemopQ+O1p84GuJWG8SAIBbUK+5JNM3DmcH3k7TdW/XlRcinFxxhJO4lO1WXOw9sXgaAADcvIMtVz2NIydDkLpDFoKvWqvhatQkk9ShTwQAwK3YbkmmoLyMfaHzPn2idUI4iUvZbseOOAAAuD1JIu12YgCWFYSTy6DdWKyoDgAAbsdWS5osNtelcvdaYSIKAAAAAAAAgEowFg5TWSF98iKZVuZ21tkHAGApeZD+9ifxO+Z6TfrwbmCGwzUKHteX7A3j+aJkdAYAAMvq689TmcWl6B7tB21TvXvl0I3F1PG5qTc0DUazDvgkqKRLDgBAtSbH4ryQ+iOTxsfrdtN1fG56eMBU4+vSG0onXdMglzzEx7mYfmnL4wwAQOVMKsO4TzTe0Ky7np0m2m4z0mrVEE5iqgyxu314thhF1lMqXwEAULVaGo/J3aGpO5xt/9x9V0kf/FqV40DytGfK8lm/yExqNapqFQAAmOg0XN2haZTPtt3fo0+0qggn8Uqdpmu75TKL08WMoZMAAFTKTHp4EJQXknsMKfsjDtA3rZZKd7bjJ516TUpZsR0AgModbLu2264QpKwwnfToE60ywkm8Ui1hZAAAAMsmMalZj6eHWbVt2RSJOX0iAACWjJmm6227XCxGt9oIJzdcUUqDkeQyZSz2DgDASspK01lfMrnaTZZjeRfBpf5ICsEIfgEAWFEhSGf9mG006z79UhfLjXByg5VB+spnCRUoAQBYcb2BqTeIx/Na6vryB4Hpx1f0jcNE5336RAAArLKiNH38fHw8N+mbH5bqNKttE96OcHKDjfL4wj3pm0YXRggkfKABAGCpTY7Vz09mgVqzIe134jGejvjVdAdxDc/zwWxbXsTKnwAAYHkl467QSS/OJJFiP+n+rqs3NHWaHMuXHeHkBvPx6zMvpFFuqqdxw6QYDgAAWF7bLVdWxOO4JOWlKUni8ds5jL+TMsQ+US2NU+QbNdf+Fg8mAADLrFGTdjuuwSgu01IGGy9ByTF8VRBOQlKsPPn4Di9cAABWRZJI93Znx+5PXjAl+brc3wuqs24nAAArwUza33Ltb8Xzh2fSMKdftEqYvAsAAAAAAACgEoyc3DDnA+npcaIyxArdAABg/Xx8mMrkShPp4UHQTrvqFi2frJA+eZEoy+N5psIDALB+Ds8SHZ27kiSOrry/xwF/GRFObphnJ4l6I1M2N8S5DBU2CAAAXJsySP3R5BhvatRdz04S7bQ52F90dG7qDU2D0axPlBUVNggAAFwb98U+US11Zbnpzk6plDnES4dwcsMEl/JcOjxbHDW53ebbAwAAVlm76eoOTIf5bNv9XVegavcrlcHk/nKfqJ66anxoAQBgZXWarv7IFo7xO22pse0KQYSTS4hwcoPtb7madZeZWPQdAIAVd7Dl2m653GPF6ZMey7dcVqfp2hl/UduoxYX1AQDAauo0pQ/uhLicnUvPTkkjlx3h5Aar11zNetWtAAAA18EsBmuSFNwl1pa+tFoq+kQAAKyRWhr/sab0aiCcXHPucU2l4XiNyaLkgwoAAJukKE2fvIgjBlp1150d39iRgWd90/kg/vL9UcWNAQAAt+7JSaLEpFriurfnTPFeEoSTa+60b3pynCjMfVsQGEkBAMBGCDIVpevoPB77EzOladD+1uYNI8gK6ePnF/pEm/cwAACwkVzxuH/SjX0iM1MRXB/epWjgMiCcXHOTqpOfvEheGs7MOpMAAKynyTH+xZlpMr3bTPr8vbCxFanz8e/94nyxQrcUi+AAAID1Yxand3cHpu5gdvx/dBCmfQNUj3Byg9RTV7sZP6K0Gq4a4SQAAGuplkoP94OGmcklDUZSEZg5MWGmaQGceuraalXcIAAAcGMe7AX1R6bg8cvKQUafaNkQTm6Qek0bOY0LAIBN1KxLzXo87helqcgqbtASSYw+EQAAm6KWSrudeNzvDggnlxHh5BoaZtL5wOQu9Ua86AAAwExvaHrms9GDrUbVLbo5RSmd9kxlkLKCPhEAAJjJCunZSewfdJqu7XbFDdpghJNrJrj01aepAmu6AgCAV+gPTf1h7Igfnknf9rlSyZrmdp+8SBbWlwIAAJjIC9Pz01k/4VselWo3K2zQBiOcXDNFKYUQK1CdD2cvMnexxiQAABuqlsa+wMeHyXTbTsu1v+0qSqmxpj3CUR7X2zw8n/3e7rPp7gAAYLNMcpEnJ4kmiUmj5nq47xrmpnaTPkIV1rQrClfsfG+14gurlkg7HV5kAABsot2OyyQV45kVvWEslLMJXHGpm1bDlSZxvclJMRwAALBZWg3pzk7QKI/R5CCLhXJQLcLJNXd3h1cZAACbLjFpb64ATG+4eVOdd9d8fU0AAHA52y1pezyQ6+mJCCeXAOHkGiiDdHQeF3svw+Z92AAAAO/u+WmiNImjCu/sxJ+r7LhrGuXxNP0iAABwWaf92Icwk/a3XM161S3aHISTa+DJcaKTLp1vAABwdbEPEfsRWeH68O7qVtU76Zk+fbHi6SoAAKhEb2DqjQvpnfVd3/rB6vaJVg3h5BrIcmlUSE+PFzvjFMABAACvUkul84HpfK6S9cODoCyvsFHXYNL+jw8T+YUpWvSLAADARbU0Lnfz9eezPtH+tmtXsY6HMQ7sVhBOrplm3VWvSYlmxXAAAADm3d8N6g1NQVJeaLoo/DqppbEIjin+JJwEAAAXHWy5aolUegwjN3Fd7mVAOLlmtluurVbVrQAAAMusXoujAiSpN1zPcLJZd93Z5otaAADwekkyKxpYlISTVSGcXEHu0rNTU38UXzTDNfxAAQAAbt8wN331aVwmptN0PdjzpZ/OdNIznfRM7nEUKAAAwHX46FnsE9VT6dFBYBbGDSKcXEHdgXR4migvNV1PKS+X/JMDAABYanlpssw1zExmUn9o6jRK7XSqbtnrlUH65EWiopTC3Jr1jJcEAADvqiylrJCyceHhek2qpaZHB/Qwbgrh5AoqQnyBHJ7aS6Fkg78oAAC4gknf4ehsVrW7nroe3/Fxn2N5O+JFKcmls76pO1jsEzXry9tuAACwfNJEqiUvFw388G5QUS53n2jVEWWtuFoq7XbiUIFmLSb6AAAAl1WvSY8PgkbjKdFn/aTaBr2HOzuxT1RLpFaj4sYAAICVYiY9PAgaZjGGHIxMg4xZqreBKGuFlCFOWSrnpi2liWubAjgAAOA91Oe+4OwNfTpFugxxHcckiaMJlsWkP1SUi9vpEwEAgPeRJpoWGS5LaZDF05O1rc3E2pM3gHByRXx6ZDo+X6JPBQAAYO09PU709DiePtgJ+uBO9dOZTnqmT18k03W3AQAAbtpZ33TWj6lku+n64oOghIjm2hBOrgB36bibaJhLw9FsSHHppprRMwcAANcnMSl300l3tq3VdB13Ez0+KCuv3n3cNWWl1OvPGjLKVXm7AADAepn0LU77pkkOWRunaINsNsIS749wcgX4+L9RbjqbW5Q1MWm7TTgJAACuz3bbNTpb7HNYIrXqLtekZE513KVQaqF9krTXoU8EAACuT6fp6g4Xi+61GnFpPWZwXC/CyRX0wZ0wXfeJUQIAAOA6tRuxKqUU13X89Gh55yzd2QnaasbT9IkAAMB1qqUxf5kEkZ8dL2+faNURTi6pEKQX56a8kPwVYxTogAMAgJvyun7GZ0eJTK56Tbq747e21tJx1zQYxdN5MTeiU/SJAADAzXpVX+PFeaKzfuwL3dlxNUjX3gsP35J6fmY6PE0UGCoMAACWQHDp6NwkmRKTggc93L/5jkp3IH36IlGQxmvdTH8AAADcKlfsE531Y5/ITBqMXN/8KFTdtJVGOLmkssJUBumTF4tDEhLTdEo3AADATUqT2Pc47ZlOe7NhAx/eDcoK023EhNl4pOSTI1NRLg5dqKc3fvcAAACSpHrqGmSmbxzO+iN3dp3+yDUgnFwBzbqrWZNkcUFWpi8BAIDbYCY92A/qjywW5ytigb6q1JLYF5LF/lGjXllTAADAhrmz4+oN4zJ8RVDsH+FaEE4ukTJIw2x8upxtbzekXSpQAgCACjRqUqMW+yFnfdMoj9vLUuoN4+lW43pndgSPfSJ3KStm22upa3+bPhEAALh9aTLLZkb5LJwMPusT1Wti/cl3sDEPmZl9JOkL47O/3d2/5wrX/U5J3y7pA0kDSZ9I+kF3f3Jd7SuD9GOfpirKt+8LAABQtd7Q1BvGeUy11PXlD8K1BZRff56oN2A0AgAAWH4hSB89Hc/tNumLD0pttapt06rZmHDyXZjZr5f0WyR96RUXl2b2FyX9Vnf//73vfQ1GUlFKJz1TPg4oJ8VwzBghAAAAqhf7JKbD81gUR4rrPu5vxb7Mdvv97yO41BuY+iNTbzTbXgSbjuAEAACo0qQfdN6XBnPTu+/vuroD01aLPstVEE6+gpl1JP0pST/3Dbulkv4RST/LzH6Tu/+B97nPydN2VEijzKYjD9oN11bzfW4ZAADgemw1pWHm0yI1ZZBCI/Zirq0LPr6hvIyd/UmfqJE6y9wAAIClUK9Ju21XPzNlefxy1V2S/BbKBa4fwskLzCyR9Ce0GEweS/qjkn5I0o6knynp50sySQ1J/46ZPXf3/9dV72/yBHafJe21VPrgDmXoAQDAckkS6f6ea5Igfno0m8ftbipDLNyXvMOMbPf5jv3Mo4Prmy4OAABwXfa3XfvjPtHRuak7nHWAyhADo4Q+zKUQTr7sN0j6J+bO/xeS/gl3P57b9nvM7B+S9Kcl7So+577fzP6auz+77B0dnpmenSQvdcIBAABWzcfPY+97UuH73u7lOzi9ofT156kC380CAIAV9+Is0YuzeHq34/r8fTo4b0M4OcfMtiT9q3ObPpP0C9395OK+7v6XzOx/KenfH2/aHl/3f3XZ+3txFite9rNZul4UUpKQVgIAgOVn5ioK6aQ/68t0Gq4XZ3alcPK4m6gopbO5IjijbHwf19ZaAACAm2HjDst8n6iZxrW6R7nUrFfTrlWxFuGkmf1USX+XpPuSXkj6SNJfcffsijf1SyU9nDv/218VTE64+580s39J0k8fb/q1Zva/c/fuZe7MZcpK01lvsdu91yFVBwAAy2+n5TrqJjrrzbbVUumqdXEmU7ov9om2Ws50KAAAsPS2mq7ecDHf2WpJ7aYzW/YSVjqcNLNfKOn3SvryKy5+YWbfJ+l3uHtxyZv8xXOn+4prT77NH9QsnGwprlX5/7zk/U3d3wtq1OIaTcYQAQAAsAK229JWKyi4lBXS89P3TxL3Oq7ttrNOEwAAWBmNuvTh3dgnkqRPX9CJuYqVDSfN7N+U9FvfsMtdSb9NsZr2P3aJ22tJ+tlzm/66u59foil/4cL5X6DXhJOjXPr680RZ/nL6mJhY7B0AAKwcMym9UASnLKW/9bVUktSou77pfliYzhQ8rlHZHdpLZb6NPhEAAFhBkz7RRV/5LPaJUoofv9ZKhpNm9t1aDCZdMST8AUlHkj5UHAX5UyT9DEnfd4mb/XbFytsT/+Vl2uLuXzezT8b3KcXp5a900jNluS2sp5Tl8SejJQEAwCqb9GWGIymEWcdmV7EP9HB/lkL2R1J3YOqPTMW4jz4ZaUCfCAAArDozKb+wnnanGdflxstWLpw0s++Q9L1zm44l/RJ3/88v7Pq9ZvYbJf0+Sb9C0tvi6Z944fyPXaFZX9EsnPw2M0vc/aX7m6wzcNJdfDI2aq56eoV7AwAAWDL1NPZp+iNTfzTbvtt+ea2lSXh5PpBGczNKkkRqN1iYCQAArLatlut8YNMBaVLsJwW6Oa+0cuGkpN+p2QhH16uDyXih+/eZ2Y6k3yXpbROEvuXC+a9foU3z+3YkPZL06bQdkopSCnNxZafp2t+Kz8oawSQAAFhxZtKjA1dRxv7NSS+OjJRiH6goZ/vOd8xrqfRgL3aS0oSRkwAAYPUdbLt2O/EL2kFmOh4PUnOfrGhDj2feSoWTZvZYcU3HiT/5umByzu+R9Kslfetb9tu9cP7oCk07vnB+Z/5Mlpt+9BuLCWSSEEoCAID1M+nfzBezOe4mOu6+en+T0ycCAABrZ7KGdpq4pJhFjvK43F+9tbNVXcuWz0qFk5J+nhbb/AffdgV3L8zs31UcPfkm2xfOD6/QrsGbbiv4y1O5WecdAACss0lf52IfaF5RUvwGAACst8kYye7ANBxJZZCSpFZ/87U2y6qFkz9t7vRQ0l+95PX+vN4eTrYunM8u2yhJowvn2/Nn3BcXQU0TqdNioQEAgOQXF+Obbn/zfrPvX18qdvyKDW++fzObnpb00vk3md/X5manXLxde9vMlflfxl590Zvuf3b+8vviZnVart5osRDgRSZpf4uqlQCAN/c73tYvmm5/64Y33/+b+jJv86b+1JX6IPSJ1k6zLjXrvrDcjSXMG5m3auHkt8+d/mF3L1+756IfklRKetMf/+JIycYr93q15oXzCyMp86LU06fPtTfufJukr51d4dYBrBzXYicqXKiRtXBZ8FlPI8RFkif9hbJ0JTa7zaJ0peMNeRGmpyVplJWqj6trFePF3dLxkKThqFBjfFkIriwvp+cHo0KNWiIb31Z/kKndjF/kZUUpd1d9fOzs9uNlZlJw13BUqDXedzjKlaaJ6mkil2uUze4jy2N7auP2FOVkfTlTGa4eiAFYIdMq3CaZdGevrYO92XfCn75mujeA9XCxT+Tu8rnEKIRZcBMWdpxcNrff3O3mc32iMrg8uJLx+SwvVRv3XdxdeT7rI42yUmli0337g1ytZvxYXJRBZRmm+w6GuZqNmmzctsGoUHu872BUqJaa0vEaFv1hPu0TFUWpogxqNeK+w6xQLU2UJKYQXEUZXtknmvwuUnzPpE8ErJnxS3owHCkEu0rmtPZWLZw8mDv97LJXcvfMzM4uXP+ii13jiyMp36R94fyfNLPJyMsvffbx39Zv+mc+d4WbAwAAAAAAwDqqdx4yfHXOqq3yM79g6MV1Ht+m95bLL45lfFOQedH+hfPMTwIAAAAAAMBLQiguOxN4I6zayMn5gPHiaMW3eVslpK9eOP9NV7jtL8ydHkj6ie5xDqeZ/a2HH3zLd/zL3/unrnBzAPCy4KbCa5JLRaip9OTly0M6dz5R8Fd/IZeYK7HZ9yi1pFRii1OH0qRUzUrJpJoVL12ORRenpU+mi4XgSpJkOi3N3ecuixWNbTxRzeXT07PbnVxvsfqx+6vWEpotUrS4ZtLi7Vy83vz5t+37uvt/1fnXuXgfFy7V4opKr7+hEBbvM7i/9rEM7gv3udiGxfsMISz8/cxscVohSxAAAPBaF9dtnBxT47HXXtknmhxSk7kp/sn87WjxfLwfTa/7pj6RZJfq28zf5sV933a9N+172T7Ry/u+uU/0pv7UxT6RNOtvzveJpFf1bV7dJ4r9J3+pjzS7Hi7r9/62X6IXh0dF1e1YJqsWTh7PnX5w2SuZWUPS7lt2+6EL57982duX9KW50z8yCSYn9nYa+uW/8JsljdePm/twOb9+XHCPHz5ttp5crTZ7IyjLMF0/rijim4RZvCzPg+r1eFkIrhB8um9c9212p6MsqNmI57M8yGy2xslgVKrVSKftyfKgZmO2Ll2znk7fyHqDQp1WbdrW4K7GeG2X3iBXu1Wbtq8/KNRpj9dcGZVKU1MtjTd03su13alPH48sK9Ue325vkKvZSJWO9z3r5trZGq+Fl8X7bDXjfZ6eZ9rZqsssruVy3su1ux337Q/jOi/1Wvy9T84z7e80po/lYFROb/e0m6nTqk3bd3yW6WC3MX18ytK1Nf5dTs4z7W7Vp+vHnHYz7e/EJUh7w0JpYtPH8+h0pIPdhsxMeRHUHxbaHd/nWS9Xu5WqPv6bvTgd6e7ebCnTcvz7TNp83i/UqCdqjv+uR6cj3RnvX5Su/rDQ3nZj4fep1xK5u47Psum+o7xUUbq2X/P7nPXy6e/eH8b1eSaP9/x9luP7nDyGvUGhdnPx77Y3bnuex79bu5Uu/P0TM7lcvf7sdkZZqSSx6fO31y+0vRXXOyzL+PycPAeHWalmI1GamNzj+a3J87MMMpnq49fTKA9qNdLp87Mow3RtxMnrbPI6LUtfeG2Z2cJrtjZXZtZ99np2aWE9SLPFjlpy8fzcvvNCiNXcXNLf+eTlZXM/eWEqw8vXTZJ43TSROs3FzkJ/ZOMKcXGfi9LE9eHdlzsY3/phKVO8zWTVxt0DWAqjLB53pPieOQnopXism//gWZRhupZbUc76PVI8ltRqF/s9Nr0sTZNZH6kI0+N/UcR+z+Q9d5jN+j1l6crLoMZ431EerzdpUX9urbmiDArBp7fbH5ZqNyfr28V+x/zxKU1s2qfr9gptdWa3k+dhemztD0o1m8n0cZjvI2V5qRCkZjOZXrbVHq8BHFy9wez42R+M+z31Wb9nb3uyFp7HY+T42H/ey9Vp1aaP33y/ZzgqVQZXZ3zMPj7LtLfdUJLEx+tsrm/SHcT19xb7PbGfMOn3vK5vMt+nGOVBeREW+iY7W/WFY+p8PykvgwbDcqFPdbEfN7ntYRbXAdxu18eXjbS/E/tmwV1n3Wza5t6gUDr3+xyfxd/H7OW+1lkvV6eZTp+T8/3MvAgqy8V+z6S/6h7/bpP+6nAY+8iTPsl8X7YMriwL6rTT6d+mUU9Vq8V+z2BYaKs96U8HuWva3x+MSnVacd1EV3wdTp6veeFx3cR0slbjrO/v488mk+duWbpqtdmXbWU5ew2EcR9oPqhY7AfZQhgy3++5bJ8IANbFH/49DT379OSw6nYsk1ULJ39U0s8cn/52M0svWRTnJ+rNxXAk6UcUK3RPFiX9rss0yMy+SdKHc5v+5sV9EtO0AwgAl3XWN33jMFn4JvSkbzrvL46Ik6TtVjzRarg6F0t0XXCwfTGslIbZ+EPzMIadHx/O7mOn49rv+DQcNZM+dy9ot8M3pACuptlIX6oiCAAAgM22aonZ35D0z49PtyX9A5L+8iWu93PftoO7D83sL83t+11mtuPu52+56s+5cP4/vkR7AOCVRnkc2ShJn75IVIYYUk4vL2IgORkNWUul3ba/10jGTnN2e/tbrrOBabICSn9kGmbS8dzozN2O6+PniT64G8bXd42LUwIAAAAAcCWrFk7+J5IKzdr96/SWcNLMapJ+1SVv/09rFk52JP1SSX/gLdf5dXOnR+M2AsCVjXLpK5+lCyMlyyCdDxanN+12XPtbNzNqMUm0cNsnvRiOZvlsn62WK01ieCrFkZRfelwSUAIAAAAArmylVg1z98+0ODLxnzWzn/GWq/1mSd92ybv4E5KezZ3/18xs/3U7m9k/I+mnz236Q+7eveR9AYBCkLqDGAA+O4lTuA/PTJ8dx3+HZzGYvLcb9Pl78d9NBZOvsr/l0/u9txtHSl5sn7v07CTRWd/UHbx6HUsAAAAAAF5lpcLJsf+DpMkYHpP0p83sZ71qRzP79ZL+jfHZt35cHgeL//rcpseS/syrAkoz+4e0OKqyd+G6APBWHx8m+tqzVB8/T6bTt/NSygtTYrH4zG7H1W5Miurcfhsn99tuxLakSVxLNy9M+Xj691nf9PHz8e9yuIqHFgAAAABAFVZtWrfc/YfM7F/VLHS8I+kvmdl/KukvSjpSLFDziyT9T8b7fL+knyXpC5e4i+9TXEfyHx+f/xmSvmJm/56kH5a0Pb6tXyBNCzi6pF/l7k/e9fcCsJm6Q1N/ZDofzLblpandcN3fW66CM2aLU76fn0qD3PT0ZLbPTluzd0YAAAAAAN5i5cJJSXL3321m9yT9lvEmU1wr8lWFb/6qpN8o6W9d8raDmf2ziutPTord3JH0L73mKpmk3+zu/4/LtR7AJhvl0icvEmXFOMFzqQjSKDfVUsnkatVce7c4dftd7W25vBvXxXTFIjrtpksu/cg3YmXvRs314d3AepQAAAAAgFda2bl37v5bFUdH/thrdnkh6XdI+tnu3rvibfck/aOKoeaPv2a3IOkHJP10d//9V7l9AJvr6NzUG5lO+/FfdzQrNvNgL+jxHdeDfVdjBb46atSkB/se27wXV87Icqk79/v1Rqajc4ZSAgAAAABebQU+/r6eu/8ZxTUhf7qknyzpvmIo+VVJf8Xds7l9v3jF23ZJv1/S7zeznyrpJyquQTmQ9ImkHxwX6AGANwquaQCZFSa5dHS2GNg1aq5aWkHjrkktjb9Df2Tqj2bbO/dcWWEaZnEkaKMe16sEAAAAAEBa8XBywt3/hqS/cYO3/19J+q9u6vYBrK8ySD/+JFGWv5zIbbVc2y2XmVRf4WBy4uG+Ky9d7nEtzd4w/s7dgak7GE/zrru+9CgoWdlx+wAAAACA67QW4SQALKthJmW56Wxgyou4zcfLSdZTrdVajGaaTkcfjUeKHp3btMJ4vSbtShpk0larkiYCAAAAAJYM4SQA3ICijKMm8zImc8NMGmY2ndLcrLu2Wstf9OZdbbVcg/HvLMWp7a2Ga7cdH5NR7koTrfRUdgAAAADA+yOcBIBr9uzU9Pzk5XnLtUT64G6ooEW3L03iNG8pBrCfvpg9Hp8czk7f3w96sLe+IS0AAAAA4M0IJwHgmp10TaNC0zUXJSkvNrsQjFl8DI66swdhq+U66RrhJAAAAABsMMJJALhm7lJZmrqDWRCXmLS7tRmjJl9ltxN03E3UHcy2teqSO8EkAAAAAGwywkkAeE9lkJ4em0bjitxlmIWSD/fDWhW9eVdbLWmrFcPZUS49HU97L4Ppq0/i6Wbd9fAgrkUJAAAAANgMhJMA8J5OuqbjbqJRockSi8rLSpu0EvJyVihIJjVrpmY96O4uoykBAAAAYFMQTgLAeyrGs7WfniTTcFKKU7nrVKN+ST2Nj81pz3Sq8ShTk77pXpg+lgAAAACAzUA4CQDvqAxxfckwF6g1667tlo9PSwlTlF+SJNKjg6BRHs93h6ZREUPKEKSijAV0mN4NAAAAAOuPcBIA3sHXnyc6779cfruWxvUV8Wa1NP6TpGGuOCVe0tF5oqPzeHqn4/qm+wylBAAAAIB1RjgJAFeUFdJ539QfmbJi7gKPI/5wNWaSXDrpzR68xvjolBWz0wAAAACA9cNHPgC4Ih+vKznM4pTkiSSRtpsUc7mq7aarPzKdzY1E3W65Os3ZYw0AAAAAWE+EkwBwSSFIweOaiPM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7QbW06lYAAIB11KhJjw5ckqsopU+PqLYHAACAm0M4uaSKUnpynCgvqm4JAABA9LWnMais16RHB3xZCgAAgPdHOLmknp+ajnu2EE6WrEEPAAAqUAZpVEijIi44Wa9JaWJ6fIfp3gAAAHg/hJNLqggmD9LT48WpVLVUSpldBQAAbkGaxL5Hd2DqDmaVcD68G1QEk0Q4CQAAgPdDOLkCOk1XuxE7/62GZFTJBAAAt8AsrnU9zOL5QWbqj+iIAAAA4PoQTi6RUS71hrHDn+Wz7Y2atNWqqFEAAGCjpcmsH1IGqT+Kp7NcOjqP/ZatlqtZr6iBAAAAWGkbM0HYzD4yMx//+56q23NRXkhfeZLqs6NEnx0lGmaMSgAAAMtrmNm03/KVJylF/AAAAPBOGDn5CmZWl/Q/kvSdc/9+sqT5MQHf7O4fXdd9DnPJg/Ti3DQaj5r08TJOScJ6TgAAoHqxT2J6cmzTZWaadenujmuYx0I5AAAAwFXQhbzAzP6GpL9bUrOK+y+CVJam5niNya2aa6uSlgAAACzaakpF6crGoyRHmalI+RIVAAAA745w8mU/7TbvbJRLIUhZPpvGnabSgz06+gAAYLmYSftbsz7Kp0ez/kuWmwaJK0nE+pMAAAC4NMLJN+tJ+u8l/deSvizp51/njX96ZDo+35hlPwEAwBp7cjzr09zZCXp8hy9aAQAA8HaEky/7v0r6bxQDyR929yBJ4yI61xpOnvcTDXOpO5iNOsgLU401JgEAwApIzJUXpsOz2bbttuusn+jxnbK6hgEAAGBlrEU4aWY/VdLfJem+pBeSPpL0V9w9u+ptuftvut7WveG+JBXB1B+ZknE+mSTS3hbhJAAAWH57W67jrmmYxY5McKnVlFz0ZQAAAHA5Kx1OmtkvlPR7FadcX/TCzL5P0u9w9+J2W/Z6ZZCK8UACn+u3398LrM8EAABWSrshte8ESXEd7acncWq3ezwvSbVUSlnFBgAAAK+xsuGkmf2bkn7rG3a5K+m3SfpZZvaP3U6r3mwwkr76LFWcKA4AALCeQpB+7NNUkmSJ9M0PSrWbFTcKAAAAS2klw0kz+24tBpMu6S9I+gFJR5I+lPSLJf0UST9D0vfdchNf6axv8iAdnc+tMTkeRZnYa64EAMB78rmh+u4vn3/VfpJempjrHqs1z7O5fZMLF86ftbkzZovnsR4mfZneQMqy2d/3zo7rrG9qN5nqDQAAgJetXDhpZt8h6XvnNh1L+iXu/p9f2PV7zew3Svp9kn6FpMrHK0665N3h4ge0rZarvnJ/CQDYXCG4wjjI8+DK8jK+obtrMCqUjFOaLCuVF0G1WpzTeno2UrtVk5kpy0v1Brm22nFNj6OTgTrtutLUVJau47Oh9nbiULPT85HSxNRq1uQu9Ye5GvVUZtIoi99y1cbzZosyHu4Ss2kbl9UkoJyEorU0mT62tTRRksTHSZLazXigHIwKNeup6vVUZRk0GBXa32lJkrr9TPVaoq1OXe7SydlQ9w46MpPyIqgog3a3GuN9c+1uN5UkJnfXKCu1M74sy0s1GzXV0ti+onS1W/H+Q3DVa8n0b5wkNn3sJ+c3Vb0W+zT9kU2ndEsxnFzuZyIAAACqtIqR2O+U1Bifdr06mIwXun+fme1I+l2SKlvtKLjUG8ZK3BPbbdedbbrqAHCTsrxUUcSwLi+CRlmpZHw0OD4dqjUOvPrDXMNhoVarJrn07KivrXZdaWLqDwsVZVB9HDDmxTV+1+Wu0/Ph9Gx/kE9DHHfXs8Pe9LLgrrPurM7beZiv+eYLQaSHxVGP7v7mEZLzl73L7zE2H8u9NMLywsjJeQsjLm3xvJnJTOr24u+bJKb+IJ/eTmKmp6Pu9LKBpLPuSGamJDF99rw73dfMdHo+mt728dnssZekz55f5bd9s1qaTIPiTisG0P1hrlqaaLvTkMt1ej7S/XF4muVBwX0anvYGufZ2Yngagqssg7Y68bKiCGo1awtBaLORTk/Xa8n08b7tUap3d1x3d+Kz6Khr6g7ifeeFqTeM29sNTV+HAAAAwEqFk2b2WNIvmNv0J18XTM75PZJ+taRvvbGGvUVemD56mr59RwDYYCGMRyK6qz8spud7/UzB45TRonS9OBlMRxs+P+qrXktUr6fKi3I6itDMXgrg3sbddXw6C6uOTgaz0ZG+GEpOwqKJhcvcVc6dL4NPfxdpNrJxcrvLPrpxXZgWA7o0ndtiUjoX9CVmsrnz8yMjzUxpemHfuZuejJKdXJYmiXq9GKYmqSmx+JyWmWqJ6ckkPE1imHrWfX14+j7mR9Y26qnqtURFETTKSx3sxpGn571M252Gmo1ULtd5N9O9Ox1JcRRwrZZMR7AOR4V2tmNYGkIMGxv12NdxdzUbNQ1HplFmKgrppGs66cY2tJrSlx4HlrQBAACApBULJyX9PC22+Q++7QruXpjZv6s4erISZZCeny32wOmQA1g37q7BsJiGgme92ci+UVbqrDtSqxHfwp++6KnVrClNTL1B/srbe8MdLQQ4g1GxEBSOsnLahhB8ITjMi7AQFI6yYuGmy/B+QWEcoRZHKU6mJRdFHBE3CVRHeantTkNpanIfhzxz04nrtXQ6SnOUl+rMTSc2s9lU4+Bq1JLpdHKXlI4DKA8+Dt/G06blL41G1OJgxdeceTnUm7cwWffCQ+c+u62LQXEIPr3di+FsUYbpiMAQXB58GhRmeTkN2SZ/20kYOBoVStNEiZlcrv4gn46MHY5iaD15XM+6o+k07TiitlC9tji6cTK9vijDNLh83+fH28w/1rV09jcyzf7uUhwhOj9qcj4QNbOFoDVNk4VRirU0VU/jsDSRkiTRk/EI3VpiysYBvyzez8efnb2+wU/f/Pv0hqbByPS3vzJ73Oo16fMPW/r8vQO1Gm+4MgAAADbGqoWTP23u9FDSX73k9f68KgwnJWkwMk0GXrTqru0WI2UALI+inM0D7g1ylSEGesNhof6wiOGHuz552tXOdkMm08l4OvIk9HrbCMCLU4tPToezsMelwdwidWVw5ZOKYYqh1DR/dFdeXn1q9TjDk6RpaFWGGBqmaSJ3V1EEbY+DwrwIas9NnY2jweanzqbT8ChJ7KViMJthiX/ng9df9PjB9rXchburLH0a0sbTs8vyfBZsjvIyPkdifq3eIJ8+n4ajGJLH11lcY7Q1Dk9HWaksL5WmszU3k/GU9eIdXgdXMf+cvvgcXwxEpdpcApqkNp6OHpe1kU1GVErbnVTthqvb31arUb/R9gMAAGA1rFo4+e1zp3/Y3cvX7rnohySVkiqZW53lhT76+mfamQskP6miIQDWWl4GlUV8n8nyUsMsH48ii6PKrsuT52eaZorBleWz286LxenOg1GhSeoZghamO1+nJDHV6uNwxKVmozbNzeq15OUILcTDR6tuKotC5dzDc34+mJ4eDkYXrwlcm+zC0ysfDzZu1KQ8G49uVHye+txzNnLVXjENI/jiEgllOet7ZEU5DRjLEFQWQck4VCxvOOiUpFEh5ftN3d3Z0p/4c1/b6OJBAABgcx2dZkqbB/erbscyWbVwcn4cxLPLXsndMzM70xvHUdycJ9/4O/ruX/HFKu4aAAAAAAAASyRt3qm6CUtl1Wolbs2dHrx2r1frvX0XAAAAAAAAALdl1UZOzgeM7Sted+vtu9yMuw++qF/06/7Qzd3BeP0qSarXJ4UC4unJ8lCJza0VZZOiDQDK0qfrK5bleJ3D2azJG2Jqt2dvv7XEVK/PVp1oNVNNal9YYnGK8liaLha7eF+T4iJmpu2t2fpv9XTVvrsCsOxOuoVOzq9YAAsAAGDN/L7v+Sf14uik6mYslVULJ4/nTj+47JXMrCFp9/qbczn1eqJv/eLe9HyezxIPd1+o/pkXvlDV9CbXgLLxgvqT+2g1a3K5RqNS7VZNtVqisgwajkrt78QCEYNRrBxbryVyuYajUrvjQKMoXbXUpgFpWbpazdki+POhynzFWUmsO4VXCmFWQKUMsViJxkVNBsNi+rwZDEu5XOm4AMPx2Uidcfh31s2nhUxCcI2mlWjjDdVT0+Ig8tcXaDCzxYIo9WR8/ajTnl23li7u22qmC8/5y2g2UrnH9SPv7rdUS02jrFSjkerOXnxNFoXr7n5TNv7SYadTm1ZsBgAAAAAslz/2f27o2WdHz6tuxzJZtXDyRyX9zPHpbzez9JJFcX6iKiqGI8WRSd/84c47XXchqAyLYWVRzoJM93h+tm9QOffIFHNFKEJwFWF2vixni+dLksnkLuV5iNvNdNKNIx1CGTQYLhbWOD3P3ul3e5U0TWJYO1cVdxImbXVi8NPr59rdbkyD1SwP2hkHpP1hoa12XbU0/g6DUTG9LC+Cammi+rjCaF6EufDUZTLVajZ9jGpzRTRikDtr53yYerFC7yoFrfN/d0kLQfl8EYUwLqow+VWzPEx/zxBcWR6mwVt/WKo2qdTqrrPzfBoUdvu5zKRGPZW76/Q8U7tVk5nUH8Tn1SRYe99gfv71UK8lSpMYjtdriRqNZPp3S8ymzwMpVqCt12Z/w3azNv297R1GHe9tN2Qmnfdz7XTq2t9pyBWD/sf34gBwd2l7qzZ9bjZqyUIlXAAAAAAA1tWqhZN/Q9I/Pz7dlvQPSPrLl7jez72pBl1Gp1XT3/c/fihpcbRXGVy9QaHGeKThWTdTo57KLAY+h8cj7e3EYO34LFNipmYzhjrPj4Z6MA49Tsbh4CRgGY4uW8T86uZHskkx4Jtdpun0WOnl8DSfC5tC6QoLtzNr88WgtZYmCu7TIK1WS9Ufxv0n20cno+mVJyHXxHWGp1cyHpknaSHIk2IA5+O2p2mcfj8JkOfD03n1eiq5Ky+C0jRRYrN9JkHW5DbSNBn/rVxmNn1OVaU3mE3jSxJTls/+lqbYvq1OXabZ0gRS/NvPT2FuNBaXKqjPBXiNerIQDNffIdxLEps+TpPRwifnme4dtNRppQpBGuWlHt6NoWJRBu1uNaahdruZqlGv7HsQAAAAAABWzqqFk/+JpEKzdv86vSWcNLOapF91s816sySRdrdjyDj5+WqLy2L+hC9ez/27x5FtE6NsdjovSuWFa5LpnHbzhZBzOCqn558fDbW9VZPJlBVBL06GenS/Pb2s2UjVrCf///buPFyyq6wX8G+lMxIChFFIAoGARKaggsyCoHCZFAGZVISLKOIEXhBFRlFwQAWuiIheQERRUMCAoILMkwiIyiTzEEZJgMyddH/3j70rvaty6pw651T3ru7zvs+zn661au1Vq7tPrbPqqzXk4j2V8y64+JJA6yXLaA+A4Wy/yvTsuz17pwN0eweB1KrpWYN7azoIO1VvTc9o3VuZ2ptwGKCdlN/3uKa2MaypxKX/PvPCiZeauzfIaG36+dmZfpea9dmGzw2rnN7b8LBdXd7EcHZhay27Bjfv2pWpPU63EihcT7flQBd8Pe7YI3JYazn7vItyxOGH5YqXPypJF5S+xlUvk9a6/79du1qO62ff7u3vm/zbHHPUroNqxisAAAAcKg6q4GRVfam19pok9+qzHthae35VvXWd2x6d5Pr7vXErbHafvOHj2f31rnql+ecMXe9ay9u2c/dFey4JzF108d7s2dstq95b3T6W+5YI90t9D+v2uDzrm7tz7GW6H9vzL7g4F11cOaYPnn7l6+fn8scd2QdE9+abZ+/O8Ze/TJLkq18/P8cec3iO7IOnZ597UY495vC01nLOed2svuH+fsn0LLqdrrV2SUB2MjNw90V7smtXyzFHHZ6L+71JJ4HBb517UY464rBLltSf+c3dufpVjklLsvvivanaF6g//4KLc/zljrpkomlryTFH7+uajjlq1yWzJQ/fdZggIgAAABxCDqrgZO/Xktw9XVStJXlla+0+VfXm2YKttUck+a0+uTfTp14wouHS1+lgaZJ1tuc88WrzD12//rUvP/e57ZqaKbl3ekn6xRfvvWQG3p6ZYOZFF++9ZAbhxXv2Tu1ZeNFFewd7XKZf4t2ld1+0d2q2YfUzOSeBuYsv3tvtidkH9Pbs2Tt1ENGufs/HSXpS1yT4N3mdqlzqYKJh7M/BKgAAAMD+dNAFJ6vqw621J2Zf0PGKSf6ltfaPSd6Y5MwkJ6SbXfldfZkXJ7lDkmttVH9r7ReS/MIaT11xJv3m1trFa5T70ap6z0avw8FluDR61642dbrSspcsAwAAAOwUB11wMkmq6rdba1dO8pg+q6U79Gatg2/emuRnk3xoweqvmOSUBcrNC3TOXxcNAAAAAFzioJ3yVVWPTTc78hNzinw9ydOS3Kmqzj1Q7QIAAAAAFnNQzpycqKpXJ3l1a+0WSW6c5CrpgpKfTvKWqto9KHvygnU+JclTlt1WAAAAAGDaQR2cnOj3eLTPIwAAAAAcRA7aZd0AAAAAwMFNcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKAQnAQAAAIBRCE4CAAAAAKMQnAQAAAAARiE4CQAAAACMQnASAAAAABiF4CQAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGITgJAAAAAIxCcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKAQnAQAAAIBRCE4CAAAAAKMQnAQAAAAARiE4CQAAAACMQnASAAAAABiF4CQAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGITgJAAAAAIxCcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKAQnAQAAAIBRCE4CAAAAAKMQnAQAAAAARiE4CQAAAACMQnASAAAAABiF4CQAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGITgJAAAAAIxCcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjOLwsRtwqGitfWjOU6cc0IYAAAAAwEHCzEkAAAAAYBRmTi5JVd1wrfx+RuUNDnBzAAAAAGDlrcTMydba5Vtr399ae3xr7VWttTNaa9VfT9lkXbdtrf11a+0LrbUL+z//urV2myW084TW2g+31p7RWntja+2bg3beYbv1AwAAAMBOsiozJ5+d5Ce2W0lr7fFJnpbpoOsJSe6X5L6ttSdU1TO28RLvSHKtbdwPAAAAAPRWYubkwIVJ/jXJc5Ps3cyNrbX7J/nNdH+ntyW5bZKr9n++rc9/emvtfkto5zeSvDHJy5ZQFwAAAADsSKsSnHxBkpsnuVxV3aKqfi5JLXpza+2oJL/bJ/8ryQ9U1Tuq6mtV9Y4kP5Bkcpr27/blt+Lnk5ya5IpV9f3pgqgAAAAAwBasRHCyDyT+W1Xt3mIV90xyUv/4yVV14Uz9FyZ5Up+8ZpK7b7Gdp1fVx6pq4cApAAAAALC2pQQnW2s/MzgY5sFzyrTW2j/1Zc5qrZ20Vrktumf/5/lJXjOnzGv655PkB5f42gAAAADAFiwlOFlVz0tyep/8w9batdco9uh0y6uT5BFV9fllvHbvu/s/3z9v9mWf//6Z8gAAAADASJa5rPthSb6c5LgkL22t7Zo80Vo7LcnklOw/r6q/XtaLttYOS3K9PvmpDYp/uv/zeq21tqw2AAAAAACbt7TgZFV9LclD0x1kc6skT0yS1toxSf4yyZHpgoc/t6zX7B3X150kX92g7OT5o5JcdsntAAAAAAA2YakH4lTV65M8p08+obV2qyS/l+QGSfYk+bGqOnuZr5nk2MHjCzYoe/7gseAkAAAAAIzo8P1Q5+OS3DHJjZP8fZIr9/lPq6p37YfXAwAAAAAOQkudOZkkVXVhkgelm8U4CUy+M8lvLPu1eucOHh+9QdljBo/P2Q9tAQAAAAAWtPTgZO+zmd7/8a+qas9+eq2zk0xO6L7qBmUnz18YwUkAAAAAGNX+Ck7+YZJrDtK/2Vo7eX+8UFXtTfLxPnmdDYpfu//z41VV+6M9AAAAAMBilh6cbK3dL8mD++TTk3wtyeWSvKS1tr+Coe/r//yu1toRc9p1RJLvmikPAAAAAIxkqcHC1tpJSZ7fJ/8xyROSPKxP3zbJ45f5egOn938ek+Tuc8rcI/v2nPz7/dQOAAAAAGBBSwtO9rMiX5LkCkn+J8lDqnN6kj/uiz25tfY9y3rNgdOTfL5//OuttSNn2nZkkqf2yc8lee1+aAMAAAAAsAmHL7GuxyW5ff/4YVX15cFzv5TkDklOTfIXrbXvrKpLTtlurV0uyQ3m1Htia+2Wg/S3qurDwwJVdWFr7bFJXpbkxkn+ubX2q0n+O8m3J3lGn58kj+1PFJ/SWntIkhf2yYdW1YvWKHNikhMHWcM236C1dsEg/YWq+sKcvxMAAAAA7HhLCU621m6WfTMTn19VU8umq+r81tqPJnl3kusleVaShw+KfFeSN82p/mHZtzQ8Sd6SLtA5par+urV2SpLfSPK9Sd4xU2RvkidU1d8s8Fea5yeTPHnOc8+dST81yVO28VoAAAAAcEjb9rLu1tqxSV6a5IgkH0s3S/JSqur9SZ7YJ3+ytXav7b72Gq/x9HSByZcn+WKS3f2fL09y+6p6xrJfEwAAAADYmlZVY7fhkNZa+9Cpp556g39977+N3RQAAAAARvQ9N79ZPvrRj364qm44dltWxVJP6wYAAAAAWJTgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKAQnAQAAAIBRCE4CAAAAAKMQnAQAAAAARiE4CQAAAACMQnASAAAAABiF4CQAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGITgJAAAAAIxCcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKAQnAQAAAIBRCE4CAAAAAKMQnAQAAAAARiE4CQAAAACMQnASAAAAABiF4CQAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGITgJAAAAAIxCcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKAQnAQAAAIBRCE4CAAAAAKMQnAQAAAAARiE4CQAAAACMQnASAAAAABiF4CQAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGITgJAAAAAIxCcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEbRqmrsNhzSWmvfOvLII4+7znWuM3ZTAAAAABjRpz71qezevfvsqrrc2G1ZFYKT+1lr7aJ0M1Q/OnZbgB3tlP7PT47aCmAn0w8Bq0BfBIzt1CR7q+qIsRuyKg4fuwE7wH8nSVXdcOyGADtXa+1Dib4IGI9+CFgF+iJgbJN+iH3sOQkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKFpVjd0GAAAAAGAHMnMSAAAAABiF4CQAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGcfjYDVhFrbUbJrlJkmsk2ZPkjCT/VlWfPsDtOCzJrZOckuTqSb7Zt+VtVXXWgWwLsHWttaskuVmSk5NcIV2/claSjyV5f1Wds836b5bk1HR91vnp+ol3VtWXt1PvFttyZJLbpfu7XiXJmUk+n+QtVXXegW4PsD2ttaOS3CbJienGIi3J15N8Ml3/9Y0t1rtSY5zW2rFJvjfJSUmumORrST6T5K1VddGBbg8cDFprLd17+Ebp3juXS3Jeut/9H0zyn1W1Z7wWbmzVxi2tteP79pyQ5PJJvpTkE0neVVV7D3R74GDQWrtskhsmuVa6McWxSfYm+Ua63+Xvq6qvbbHuI5N8R5IbJPm2JJdJ8q0kX0kXI/rUNps/fJ0d3Re1qtof9R6UWmv3TfLEdIHJtbwzya9V1Zv3czsOT/K4JI9MF2yYtTvJ6UkeU1Wf2Z9tAbautXaXJI9Ncsd0H+jXcmGSVyb5jar60Cbrf0SSx6T7YDBrT5I3JnlsVf3HZurdiv6D/a8neUi6D/azzknyN0keV1X/s7/bA4eqPqj3Hem+8JhcpyU5ZlDs+7Y7VmmtnZrkSUnukeS4OcUqyb8neXpVvWLBeldqjNNau3KS305y/3QfZmadmeRFSZ7oCxZIWmvHJblnkh9MN765yjrFz0rywiTPrKovLen175bktTPZL66qh2yynpUat7TWTk7yzHT/tkeuUeSLSf4oyW9X1cX7uz2w6lprN0j3Oes2Sa6b+Z+1Jt6a5FlV9coF6j4hyX2T3C3JbdMFJOf5RLr35h9V1YULNH32tfRFk9cWnExaa7uS/Gm6H4iN7E3ym1X1pP3UlqsleU26Dxsb+VaSB1fVq/dHW4Ct6fuU5yV5+CZuuyjJL1XVHy5Q/2WS/G2S/7VAvbuT/EJVPX8TbdmU1tr10wUTrrdA8S8nuXdVvWt/tQcOVa21v01yl6wdRBvacnCyD34+JV0Aca1B6VqeW1U/t0DdKzXGaa3dOl1f+m0LFP94kntU1X/vr/bAqusDk19NcvQmbz0zyU8uEhRY4PU/lG6W5tCmgpOrNm5prd0ryYvTzTzdyHvT9UVf3V/tgYNBa+3HkrxkC7eenuSBVXXunHrvnOT12TjYOetDSe5XVR9e9AZ90czrC04mrbXnJPn5QdZ5SV6abjbAkUlukeQ+SY4YlPmlqvqDJbfjmCRv6l9v4owkf5Fu+dSVktw13bKjiQuS3NEHfVgdrbU/SvIzM9lvTjeT8Yvp+pJTkvxQkm+fKffgqpr7i7YPHPxdf+/EWel+OX843Qyn2ye5e/b9Uq0k962qv9vCX2dd/ZL1dye5ziD740n+Kt1ShG9L13/edPD815Pcsqo+sez2wKGstfaZdEuWNrKl4GTfv/xpkocOsi9I8i9J3pVuCVNL974+Lcn3JTk+CwQnV22M01q7Xrq/05UG2e9P179+Jck1kzww3WyMiU+m67vM/mZHaq1dId2YY+hTSd6Sbqua/0kXuLxxut/9Vx6U25PkR7YToGyt/WGSn13jqYWDk6s2bum/JPmXJEcNst+cLjhyVrrx4o+nW6o68e50/fwFy24PHCxmgpNfSfe++Fi69/E56d5TJ6UbV9w208HGNye501rLk/sA3bCf2ptum4q3Jflsuvfl8Ulume7z2PCL3K8kue0ifYW+aA1VtaOvdB/ga3B9KMlJa5Q7Ld0gelJuT5IbL7ktvzvTlpcnOWqNcg9KNxtqUu5zSY4e+9/S5XJVknxPul9ik/fnWek+XK9VtiX55Zn3/deTHLdO/T87U/6tSY5fo9wd0+3hNil3dpKr7oe/78tn2vOsJIetUe6xM/8u7xn7/8rlOtiudPsmTd5DFyT513RLa14y8z68wxbrnx2HvCTJ1dYpvyvdTM4HbqHuUcc4/b/d5DX2Jvk/a5Q5LMmzZ9r9N2P/HLhcY13p9s2ufnzxB0lusk7ZyyT5k5n3z5lJrrzF1751//mr0n0ZO6z3RZuoZ2XGLekCuZ8bvMaFa/WnfblXzLT7d8b+eXC5xrzS7Yf42CTXX6DszdN9kTJ8Dz1yTtl79c9/Kt0qkquvU+810239N/XZbMH264tm6x/7h2rMqx90/sfgH/bcJNdZp/zwl2IlOX2JbTkx3UEWk7o/mOSIdcr/yswPxaUG1S6X68BfSZ4789689xbuecCccsemm9I/KffFJFdYp94HzNT7f5f8d735TP3/sEH5P54pf5+x/79croPpSrcn0cOTfOdwjJBuW5ptBSfTzQAYjnGescR2r9QYJ90+UsP6n7dB+dcPyu5NcrOxfxZcrjGuJJdN8vQkV9zEPS+deb89aQuve2T2BST3pgtKbDo4uWrjlnT7hg/rf9wG/wbDz63nJzlh7J8Jl+tgudItnb5g8B76wJxyt07yU+uNU2bKH5fkozPv5e/d4B590RrXYdnZ7pRu2cHEc2qd05aq6p3pItwT92itXXde+U36mUzv3/LLtf7pkM9MN5Nz4heX1A5ge7578PirmV4WMM/zZtI3nVPuQUmuNkg/tdY5KbeqXpbkPYOsn+xPs1uWR82kf2mD8r+a7hfYvPuBdVTVk6rqBVX1gQ3GCFvxvOSSceE7kzx+iXWv2hjn0YPH52fjv+uwfNsP7YGDQlWdU1WPr6ozN3HbY9N9gJ24xxZe+gnpDgJLkj+rqrdtoY5khcYt/Unnw/q+kOT35pWvqt3pVttMHJ3kEctqDxzqqurjSf5hkHVaf0L2bLl3VtWfLDrOqqqzkzx1Jnujfu5RM2l9UbLjg5M/PJP+0wXuecFM+l7LacpUWz6b5J/WK1zdyUgvHGSd1FpbZIN5YP8a7l/2yeq/YtrAx2fSa53Ulkz3E+cl+csF6h72WUdnsUN0NtRaOyLdthgTb6uqj653T1Wdle7wiYlbt9auuoz2AFvXWrtNpr8U+dUF+65FrcwYp7X2belmiU68ou+b1mvPR5K8fZB1j74PBDZQVV9M8pFB1imbub+1dqN0s6mT7kvfX16n+Hr1rNq45eZJThikX1gbn3z7T+mWXk7MfpYF1vexweOW6X1xt+MNM+m5/Zy+aL6dHpwc/lB8sqo+ucA9b0s3HXhiK9/+TWmtXTv7vg1Mkjcs+KHgn2fS224LsG3D2QQbnag7r9ylTj1rrR2dbrb3xLv6b+o2sr/6idsmufwgvW6wYWDYnsOS3G1J7QG27uGDx59NN9ZZihUc49w10+PfrfRdV0hymyW1B3aCcwaPFx0bDQ/pmnwZ8OiNvkxYx6qNW+4+k96wPdUd3vHGQdYNW2snL6k9sBMMT6Hem+QbS6r3nJn0ev2cvmiOHRuc7E+bu+Yg692L3NdPY33fIOsmS2jOaTPphdqSbjP3YVR7GW0Btuedg8c3bK1dbW7Jfe40k37rGmVOzfRpcIv2WZ/L9PLIZfUTW+233jmT1m/B+H5g8PjNS541uWpjHH0XHHgnDx5/eRP3/XySW/SP/6mqFlkxMs+qvfeH7bk4yb8teJ++CLagtbYryZ0HWe+vqvOWVP21Z9Lr9XP6ojl2bHAy09/iJ8lmjmMfzrA8vl8idMDbUt2R7V8cZN1gm+0Atu+Pk0z2KNmV5Nn9Xh5raq1dKclvDrI+mEvPGEqW12ddv5+JsF1bbc9n0h26MaHfghG11k5Ico1B1n/0+Ue11n6stfa61trnWmsXtta+1lr7QGvtWa21W6xd46Ws2hhn2J49ST694H2zq2v0XbCA1tptkwyXH75rwfuulX3jo/OTPHKbTVm1ccuwPWf0fd4i9EWwNb+TZHheyDOXWPe9Z9Lr9XP6ojl2cnDyOjPpz61Zam2zZWfrGqst220HsE1V9bHs2xspSe6f5J9ba7drrR0+yWytXba19sAk7013elyS/E+SB86ZtbSsfuIySbb7hUoy3Z696TZP3lC/h8mX5tQDHHg3nUl/obV2Wrpvzl+Sbp/ak9LN3L5yX/4Xk7y7tfaq1tq8PXInVm2MM6zni1W1Z27JaV9I19ctuz1wqJvdI/JvFrzv+dm3NPJpC26/tZ5VG7cM6xnzcygckvovWa/dWntQa+3tmT505vlV9ddLep3LZvrLk91JXr3OLfqiOXZycPJyM+nNnDo3u9fJcSvSliNaa0dtsy3ANlXV7yd5WPbtY3KndEu1z26tfba1dkaSb6Y70GayDOANSW7RH7ywllXqs5Lp9py9wMbJ89qzjLYAW3eVmfQ1k7w5yY0GeWem2x5i9uTKH0ryntbaNTLfqo1xhu1ZuC39qZ3nDrL0XbCB/kvYew6y/j3rf2if3PfjSe7SJ/8ry5nhtDLjltbaMUkOH2SNPaaDg15r7TGttZpc6c4J+VSSl2bfPtFfTfLIqlrmSfe/l+Tqg/QfV9V6y7r1RXPs5ODkZWfSi05fTaaPcV+rroO5LcASVNX/S7fH0vOTTGZCHp3ug/81sq//PTfJY5Lcpao+tU6Vq9ZPDOvYTFuS6fbos2BcV5hJP73P25vk2UmuU1VXqqoT+/wHJfn8oPx1k7ys38tpLfou2IFaazdM8ieDrIuTPLw/SGG9+66S5A/6ZCX56f7Lge1apff+qvWLsBO8I8mdq+p5y6qwtfbgJD81yPpckiducJu+aI6dHJw8eia9exP3XjiTPuYQaguwBK21uyV5e5KfTjJ3z8l0S5aemeQjrbXZg3GGVq2fGLZnM21Jptujz4JxzQ4mJ6fiPrSqHlVVl+zJWFXnVdVfpTugYrjE8nZJ7jenfn0X7DCttasneW2m+5dfqapFDlp4TpIr9Y//pKpmD13YqlV6769avwiHgrPSjU0m11czvUfjbZJ8oLX2igUPLF1Xa+32SV4wyLooyQOq6lsb3KovmmMnBydno8JHrllqbbPLimajxgdzW4Btaq09Od2gfLIs8mPpvlU7Jd0vgePS7dv2pOybEv/t6fam/N9zql21fmLYns20JZlujz4LxrXWt+Qvq6o/n3dDVX0pyWxf9QsL1q/vgkNYvw/tPya51iD7T6rq9xa49+5JHtAnv5zpPby3a5Xe+6vWL8JBr6r+rKquO7iulm4J9Q9k33YSLcl90u2bfdJWX6u19t1J/j773ruV5H9X1SIHfumL5tjJwclzZtKzUeP1zEaFZ+s6mNsCbEO/v9JTBlmvTvKdVfWCqvpUVV1YVedU1Qer6mnpgpSTGUgtyfNba9+5RtWr1k8M69hMW5Lp9uizYFxnr5H3rI1uqqq3Jnn/IOvmrbXZ/SUTfRfsGH0f8PokNx5kvzTJzyxw73FJhsstH1VV31hi81bpvb9q/SIckvoVH2+oqnul+1J1sq3Eyen6pk1rrd043RcwwzHPI6vqLxasQl80x04OTs5Otz1+E/deYSa91sB+M5bVlouqanZ6LXCA9Kdx/84g60tJfrSq5n6TVFWfS3ei92RfysOT/PoaRVepz0qm23PZ4UnkC7jCktsCbN1s33JOkvcueO+bBo93JTltgfrHHuMM27NwW1prR2TfycGJvgum9CfWvi7JzQfZr0jyExvtM9l7RpLJTKbXLesk3YGVGbf048LhIRhjj+ngkFdVL0y3l/bE7TbYUutSWmunpjvE9EqD7EdV1R9vohp90Rw7OTj56Zn0NTdx77Vm0usdYnEg27LddgDbc9skJw7SL6yqc+cVnqiq9yUZLgO4S2vtMjPFltVPnJ9uqdR2DduzK8kJi9zU/wIenuyr34Jxzb4Hz1gwkJAkn51JX3mNMqs2xhm25xrrHOQz68RMj5v1XdDrxyyvTXLrQfbfJ3lQVe1Z+66p+2+a5JF98rzB42VatXHLsD1jfg6FneQ5M+l7LHpja+16Sf4lyVUH2Y+rqmfPuWUefdEcOzk4+eGZ9HU3ce8pg8dnbXBU/H5rS2vt6Ez/gM7WAxxYs7OGFtn4fa2yR6Tbg3JoWX3WRzcReFjPVttzcrpfxPPqAQ6s2ffgZk5qnC271nKgVRvjDOs5PF2ftIhTZtL6LkjSWjsmyelJvneQ/bokP7KJU7ZPzr7DA1uSN7TWPrHeNXP/vWee/7U1XmPVxi3Dek7s+7xF6Itgi6rqM0m+OchadExynXSByasPsp9UVb8z55b16Ivm2LHByX4Pk88Nsm61yH2ttSOTfPcg6z+X0JwPzqQXakuS70k3sF5mW4CtO3YmvZm9N2ZnWM7u4/HRTJ+gtmifdc1MfyO3rH5iq/3WrWfS+i0YUVWdnemTt6+4idtny359jTKrNsbRd8GStNaOSvKqJHccZP9zkntX1WZPoZ04Jt2H3o2uoeNmnrvKGvWu2nt/2J7Dk9xswfv0RbA9wy1iNlw90Vq7VrptbIar436jPztgK/RFc+zY4GTvHwaPT+kj4hu5XaZnBrxmu42oqk+nCzxMfH9rrc0rP/ADM+lttwXYlrNm0t+2iXuvPpOe+pBfVRek+8Zu4lb95vEb2V/9xDsyvWfKnRe8b9ievZnuh4FxnD54fFJr7UpzS06bPbzrUkt6VnCM87rs2+M32Vrf9Y0kb19Se+Cg1E/Y+NtMv4felOSH+jHLqlm1cctsPRu2p7V2WJLhHnkf7vtYYAH9Z6fhFjRf2aD8iek+fw2XO/92VT1xG83QF82x04OTr5xJP3yBe2bLvGo5TZlqy7WywQ9Fv+fAQwdZX8jmlpACyze7zGj2w/Wa+j3PhrMOLkjy+TWKDvuJyyR50ALVD/usC9N9MN+2fkbEawdZt+s3iZ6rtXZ8kvsMst5VVesOCoAD4hUz6R/Z6IZ+gH/XQdbnq2q2D5xYmTFOvxXPuwdZ9+37pvXac2q6PYUnXruJ5apwyOnfoy9LcvdB9tuS3HO9QwDnqapXVVXbzDVTxYtnnn/UGq+xauOWf03yxUH6oQscjHHnTAdJZj/LAuv74UzHwOaOLVprV08XmBxOYPv9qvqV7TRAXzTfTg9OviHJfw3SP99au/a8wq21W2d6wP7aqvr4nLInt9ZqcL15g7Y8L9NTjH+nPxlynsdkeqnms6uq5hUGDoi3pdvIfeIBrbWbLHDfz2W6g3/rnMH9Xyb56iD95NbaFeZV2lp7QJJbDLL+tKrmLjVvrd1hpt960QbtftZM+vc3KP+MTC9Xn70fGEFVvSPTAbsnbBSwS/LUJJcbpF+8Ttn9OsZprT1kpu96yjp1J9N9zzFJfnOD8n8wk97s5vdwyOi/UP2LdB/yJ96R5G6LHAI4smfNpJc6bmmtPWWmL3rIvLJ9nzbsS05M8kvr1H1EkuH+dhck2cwJwXDIaK0dvclTrtNau0aSpw+yLs6ciWattaskeWOS6w2yn1NV/2eTTZ3nWTNpfVF2eHCyPxTi8YOsY5Oc3lo7abZsH2D4m+z7N9ubZK3Nlrfals8nee4g6yZJXtrv5TLblgem+1AwcUaSP1xWW4Ct6Zcx/dEg64gk/9B/pGRtGQAABhpJREFUsXEprfPIJM+ceWo2Pan/nCS/Mci6epJXrxWgbK3dMcnzB1nnzty7bVX1r0n+bpB119baH/RT/Wfb85gkPzXIel+65WDAanjM4PEJSV7fWrvUCZKttcNaa49P8uhB9tdz6QDeJVZwjPPydH3QxCNaa5caiPd/12cl+V+D7L+tqvcuuT1wUOi3ZPh/Se4/yH53kruu9+XnqljBccv/TdfHTTyt/2J5ti1Hp/uC+saD7OdW1ReW3B44WJya5KOttZ9urW24V3Zr7a5J3plLf/F5xhplj0+3d+53DLKfW1W/uM02X0JftLZmsl3SWntukkcOss5N8tIk/54uuHDLJPftH088tqrWDCD0dZ6c6WPZ31JVd9igHZdJ8pZMb0J6RpKXpNvH6fgkd0ty+8HzFya5Uz/rARhZa+3y6X753WDmqTenWxpwRrq+5JQkP5jk+jPlXlRVD80c/S+tVyW55yD7zCR/nuQjSS6b5A5J7pF9J19WkvtX1cs3aPsd0u0XNfHiqnrIBvdcNcl7Mn3i7X8n+at0SzGvlm4ZwnBvujOT3Kqq/nu9uoFprbV7Z/rb6onjklx1kP5ikrVmX/9yVf3dGvmT+p+Y5NcHWeemW/L93nTfjJ+c7v08HLDvSXKXqnrjBm3fb2OcfkbACwdZT62qp2xwz/WTvKt/3Yn3pfuw8JV0s9kfmOlZE59OcsuqGs5ghx2jtXa7JG+dyZ7X36zn9msFBTbZluGH2A3HK4P79tu4pZ+1/eRB1kOr6kUb3HPbdKv5hl/WvCndNjzfSDde/PEk1xg8/950/4abXkIPh4LW2k2TfKBPXpRuafK/pxtPfDPdZ58rpAti3inTS7OT7j12j6o6byZ/rbFQ+no3Ezj7wgKxH33RjE1NhT2E/UK6gf2P9+ljMx2dHqokv7VeYHKrquq81to90+1B8F199glJ5u1rcHaSnxCYhNVRVd9srd053Qfc7xk8dYf+Ws+fJXnEBvXv7WcWvTL79rS8YpJHzblld5JHbxSY3Kqq+mpr7W7pDtSYnJ757Zn+hTj0lST3EZiELblcLn1K7VquMSf/cnPykyRV9bTW2jFJHpdupcixSX6iv9byrSQP2Cgw2de9UmOcqvpYa+0H080+mAR2v7u/1vLJdB9kBCbZydY62XZef7Oe9bZ12K9WbdxSVW9vrT0o3dYYl+2zv6+/1vK+bHFvTzhEHZHkNv21kUryp0ketVZgsrdWP7fIwclDG8bZ9EWXtqOXdU9U1Z6qenC6JQr/tU7Rdyf5/qp6/DplttuWL6ebqfmkJF+eU2x3usDHaVVlI2RYMf1sgFsn+Zkk/7lB8b1J/jHdzKOfrKqLF6j/3CR3SfKzWeN03EG9b0hyi6r6ozlllqKqPpLktHTLOmdPLJ84N8mLktzYFyqwuvoxzu3TzXLcO6fY+UlekORGVbXwIVurNsapqrcnuVG6vmneh5Sz0vVtp1XVR+eUAQ4iqzZu6We03yTdF8+75xT7Urq+81ZLPAgDDlafTLcdzRuSLLKlxDnpgm63rKqfWicweUDpi6ZZ1r2G1tqN0v2nXCPdcqUvJnlvVc0LAuyvduxKF+C4brppvWenm+L7tqo680C2Bdi61tqJ6ZYynpDk8un6lW+k+8X63qr65jbrv3m6ZZZXTxc0OCPJO6vqS9upd4ttOTLJ96ZbonCVdL9oP5dua4tV3ygfGOg3j79VuvHQZdMtJ/pEknf0e+xup+6VGuO01o5NF5S9Zrql3l9L8pl0B5TNG6ADB7lVG7f0++fdLt2hFMelmy016XfnfWEEO1a/5dWp6WYdTt43Ld3qjq+nmyjykaraM1ojF6AvEpwEAAAAAEZiWTcAAAAAMArBSQAAAABgFIKTAAAAAMAoBCcBAAAAgFEITgIAAAAAoxCcBAAAAABGITgJAAAAAIxCcBIAAAAAGIXgJAAAAAAwCsFJAAAAAGAUgpMAAAAAwCgEJwEAAACAUQhOAgAAAACjEJwEAAAAAEYhOAkAAAAAjEJwEgAAAAAYheAkAAAAADAKwUkAAAAAYBSCkwAAAADAKAQnAQAAAIBRCE4CAAAAAKP4/weCNXfNQv1oAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 1500x1800 with 1 Axes>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "schedule = build_schedule(circ, backend,\n",
    "                          method=\"as_soon_as_possible\")\n",
    "schedule.draw(channels=[pulse.DriveChannel(0), pulse.DriveChannel(1)])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "ALAP is the default because it allows qubits to remain idle as long as possible. In this case, the difference between ALAP and ASAP may be negligible, but in ALAP, qubit 0 has _no_ time to decay from the excited state before measurement."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<h3>Version Information</h3><table><tr><th>Qiskit Software</th><th>Version</th></tr><tr><td>Qiskit</td><td>0.23.2</td></tr><tr><td>Terra</td><td>0.16.2</td></tr><tr><td>Aer</td><td>0.7.2</td></tr><tr><td>Ignis</td><td>0.5.1</td></tr><tr><td>Aqua</td><td>0.8.1</td></tr><tr><td>IBM Q Provider</td><td>0.11.1</td></tr><tr><th>System information</th></tr><tr><td>Python</td><td>3.9.1 (default, Dec 10 2020, 10:36:35) \n",
       "[Clang 12.0.0 (clang-1200.0.32.27)]</td></tr><tr><td>OS</td><td>Darwin</td></tr><tr><td>CPUs</td><td>6</td></tr><tr><td>Memory (Gb)</td><td>32.0</td></tr><tr><td colspan='2'>Tue Jan 26 15:29:54 2021 EST</td></tr></table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div style='width: 100%; background-color:#d5d9e0;padding-left: 10px; padding-bottom: 10px; padding-right: 10px; padding-top: 5px'><h3>This code is a part of Qiskit</h3><p>&copy; Copyright IBM 2017, 2021.</p><p>This code is licensed under the Apache License, Version 2.0. You may<br>obtain a copy of this license in the LICENSE.txt file in the root directory<br> of this source tree or at http://www.apache.org/licenses/LICENSE-2.0.<p>Any modifications or derivative works of this code must retain this<br>copyright notice, and modified files need to carry a notice indicating<br>that they have been altered from the originals.</p></div>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import qiskit.tools.jupyter\n",
    "%qiskit_version_table\n",
    "%qiskit_copyright"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
